frank-small docs: runbook renamed + rewritten for the RCO-IQ3_XXS MTP-on shape (489 MiB free, 63.3 t/s recipe, draft ctx ~2.4 GiB measured); AGENTS, vault indexes, models.yml comment, MiMo cross-link retargeted
This commit is contained in:
Frank
@@ -26,7 +26,7 @@ merge absorbed the former `vllmScripts` repo, history preserved).
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|--------|---------|---------|-------|------|
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|--------|---------|---------|-------|------|
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| Dankserver | `frank-primary` | **radiance** (StillDeadcode v1.0.7 line; image `stilldeadcode/radiance@sha256:4c3f484564…` digest-pinned INDEX digest, 287 MiB, `libr4d` gfx1201 kernels, plain `podman run`, root systemd unit) | `Qwen/Qwen3.8-Flash-Next-FP8` official (172.8 GB, 131 shards, sha256-verified) converted **no-recipe** to `qwen4exp-fp8-native.rad` (177,109 MiB measured = 173.0 GiB) — **native modelopt block-FP8, no requantisation** — on **BOTH R9700s TP=2** (`--tp-wire wht6`), experts in a **40 GiB/rank pinned host pool** + VRAM cache (`--placement expert_tiered`, `--expert-vs-cache-ratio 0.82` = the 99 %-hit point), **PLE 47.7 GiB pinned to host RAM** (`--ngram-placement ram`; root unit + `LimitMEMLOCK=infinity`), **fp8 KV 7.32 KiB/token**, **MTP spec decode depth 3**, *…
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| Dankserver | `frank-primary` | **radiance** (StillDeadcode v1.0.7 line; image `stilldeadcode/radiance@sha256:4c3f484564…` digest-pinned INDEX digest, 287 MiB, `libr4d` gfx1201 kernels, plain `podman run`, root systemd unit) | `Qwen/Qwen3.8-Flash-Next-FP8` official (172.8 GB, 131 shards, sha256-verified) converted **no-recipe** to `qwen4exp-fp8-native.rad` (177,109 MiB measured = 173.0 GiB) — **native modelopt block-FP8, no requantisation** — on **BOTH R9700s TP=2** (`--tp-wire wht6`), experts in a **40 GiB/rank pinned host pool** + VRAM cache (`--placement expert_tiered`, `--expert-vs-cache-ratio 0.82` = the 99 %-hit point), **PLE 47.7 GiB pinned to host RAM** (`--ngram-placement ram`; root unit + `LimitMEMLOCK=infinity`), **fp8 KV 7.32 KiB/token**, **MTP spec decode depth 3**, *…
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| Dankclaw | `frank-large` | **halogen container** (`ghcr.io/peonist-ai/halogen@sha256:dc0a39a0…`, digest-pinned, plain `podman run` via `scripts/serve-frank-large.sh`, root systemd unit) | `peonist-ai/halogen-qwen3.8-27b` **`qwen3.8-27b-p1w4d-d2.hgn`** (35,865,565,184 B; the `.hgn` format loads in NO other engine — llama.cpp, vLLM and transformers all refuse it), **DFlash2 spec decode (`HALOGEN_DRAFTER=2`)**, **1 slot × 200,700 ctx** — `HALOGEN_KV_SLOTS=1` is load-bearing: batching XOR speculation, slots>1 silently disables the drafter (measured: 8 slots at serial ~6 t/s/stream), d2 KV (2× fp8, 64 KiB/token → 12.2 GiB pool, engine sizes it and prints a boot ledger naming any clamp), **TEXT-ONLY** (the engine ignores the vision encoder — vision is frank-small's job), **censored base** (the ROCmFPX AGENT rollback is the refusal escape hatch), **no server-side sampler: absent temperature is GREEDY**, so the card's thinking recipe (temp 1.0 / top_p 0.95) rides the wire in `models.yml`. Publisher card 31.7 t/s mean across eight text workloads vs the retired ROCmFPX endpoint's measured 27.6–28.1. Prompt over the slot AND `max_tokens` over `HALOGEN_MAX_TOKENS_CAP` are both 400s naming the limit, never truncations. Serve passes NO `--ulimit nofile` (rootless runc cannot raise Dankclaw's 524288 hard limit — see Key Lessons). Cutover 2026-10-05|7770|
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| Dankclaw | `frank-large` | **halogen container** (`ghcr.io/peonist-ai/halogen@sha256:dc0a39a0…`, digest-pinned, plain `podman run` via `scripts/serve-frank-large.sh`, root systemd unit) | `peonist-ai/halogen-qwen3.8-27b` **`qwen3.8-27b-p1w4d-d2.hgn`** (35,865,565,184 B; the `.hgn` format loads in NO other engine — llama.cpp, vLLM and transformers all refuse it), **DFlash2 spec decode (`HALOGEN_DRAFTER=2`)**, **1 slot × 200,700 ctx** — `HALOGEN_KV_SLOTS=1` is load-bearing: batching XOR speculation, slots>1 silently disables the drafter (measured: 8 slots at serial ~6 t/s/stream), d2 KV (2× fp8, 64 KiB/token → 12.2 GiB pool, engine sizes it and prints a boot ledger naming any clamp), **TEXT-ONLY** (the engine ignores the vision encoder — vision is frank-small's job), **censored base** (the ROCmFPX AGENT rollback is the refusal escape hatch), **no server-side sampler: absent temperature is GREEDY**, so the card's thinking recipe (temp 1.0 / top_p 0.95) rides the wire in `models.yml`. Publisher card 31.7 t/s mean across eight text workloads vs the retired ROCmFPX endpoint's measured 27.6–28.1. Prompt over the slot AND `max_tokens` over `HALOGEN_MAX_TOKENS_CAP` are both 400s naming the limit, never truncations. Serve passes NO `--ulimit nofile` (rootless runc cannot raise Dankclaw's 524288 hard limit — see Key Lessons). Cutover 2026-10-05|7770|
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| Dankclaw | `frank-small` | llama.cpp master (0.5.0-dev, commit `5fc4f3c`), CUDA sm_86 build (root systemd unit, relinked) | ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF **IQ3_S -mtp** (27B dense qwen3_5 hybrid, 12,120,016,896 B; a per-tensor allocation mix of stock types; the -mtp file's MTP head present but NOT drafted — **spec OFF** since 2026-10-06, ngram skipped on the recurrent-rollback law) + unsloth's Qwen3.8-27B **F16 mmproj** for **vision** (no Swift projector ships; the base vision stack was hash-proven byte-identical to Swift's), on the RTX 3090, **2 × 131,072** (Frank's 128k cap each; the tight fit he ordered 2026-10-06 — **1,397 MiB measured free**, the 2-3 GiB floor knowingly violated) with **q8_0 K + q8_0 V (FP8 class, 34 KiB/token)** under flash attention, batch 4096 / ubatch 512; **48.0 t/s** no-spec decode (MTP reference 58.9-66.9). Supersedes BOTH same-day payloads: the live MiMo-V2.6 Q6_K 2×200,704 f16-KV shape and the Ornith-1.5-9B Q8_0 swap that was committed (77decb5..380aafa) but never deployed. | 7771 |
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| Dankclaw | `frank-small` | llama.cpp master (0.5.0-dev, commit `5fc4f3c`), CUDA sm_86 build (root systemd unit, relinked) | ajgazin/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF **RCO-IQ3_XXS -mtp** (27B dense qwen3_5 hybrid, 10,442,827,392 B; a per-tensor allocation mix of stock types; the MTP head in the file **drafted** — **spec ON** (draft-mtp depth 3) since 2026-10-06 evening, ngram skipped on the recurrent-rollback law) + the publisher's own **BF16 mmproj** for **vision**, on the RTX 3090, **2 × 131,072** (Frank's 128k cap each; the tightest fit in the endpoint's history — **489 MiB measured free**, the 2-3 GiB floor knowingly violated) with **q8_0 K + q8_0 V (FP8 class, 34 KiB/token)** under flash attention, batch 4096 / ubatch 512; **63.3 t/s recipe decode** (MTP acceptance 49.8 %; 48.0 no-spec). Supersedes the same-morning IQ3_S-mtp payloads: the two-slot no-spec shape and the one-slot MTP shape (both 2026-10-06; payload on disk).|7771|
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Retired endpoints (`frank-npu`, and every prior runtime) are in
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Retired endpoints (`frank-npu`, and every prior runtime) are in
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the [runbook index](#runbook-index). The full swap history lives in
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the [runbook index](#runbook-index). The full swap history lives in
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@@ -401,16 +401,18 @@ rollback (payloads removed 2026-10-03; `scripts/build-gufo.sh` stays).
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`/home/dank/GitPackages/llama-master/build-cuda/bin/llama-server`,
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`/home/dank/GitPackages/llama-master/build-cuda/bin/llama-server`,
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`GGML_CUDA_FA_ALL_QUANTS=ON`) as a **root systemd unit**
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`GGML_CUDA_FA_ALL_QUANTS=ON`) as a **root systemd unit**
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(`scripts/frank-small.service`, `relink_unit`ed into
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(`scripts/frank-small.service`, `relink_unit`ed into
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`/etc/systemd/system/`), serving `ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF`
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`/etc/systemd/system/`), serving `ajgazin/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF`
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at **IQ3_S -mtp** (12,120,016,896 B, sha256 `9aecf1cd…`) **plus
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at **RCO-IQ3_XXS -mtp** (10,442,827,392 B, sha256 `e13d3e74…`) **plus
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`mmproj-Qwen3.8-27B-F16.gguf`** (927,607,488 B, sha256 `cbb841a9…`), both
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the publisher's own `mmproj-BF16.gguf`** (931,145,888 B, sha256
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`/home/dank/models/Swift15-IQ3S/`, on port 7771. Cutover 2026-10-05
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`19acd7fc…`), both `/home/dank/models/Swift15-UncIQ3XXS/`, on port 7771.
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(evening) on Frank's explicit contract: **128k context cap, KV at FP8,
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Cutover 2026-10-05 (evening) on Frank's explicit contract: **128k
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vision on, as many 128k contexts as fit** — the answer is ONE, by
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context cap, KV at FP8, vision on, as many 128k contexts as fit**;
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arithmetic. The same-day payloads it supersedes: the LIVE MiMo-V2.6 Q6_K
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reshaped twice on 2026-10-06 — morning to two 131,072 slots no-spec,
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shape and the Ornith-1.5-9B Q8_0 swap that was committed (77decb5..380aafa)
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evening to this UNCERSED RCO-IQ3_XXS payload with MTP back on. The
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but never deployed (blocked at the docs gate; the docs debt is what this
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same-day payloads it supersedes: the LIVE MiMo-V2.6 Q6_K shape and the
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section settles).
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Ornith-1.5-9B Q8_0 swap that was committed (77decb5..380aafa) but never
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deployed (blocked at the docs gate; the docs debt is what this section
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settles).
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**Architecture: qwen3_5 hybrid, bigger** — block_count 65 (64 real layers +
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**Architecture: qwen3_5 hybrid, bigger** — block_count 65 (64 real layers +
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the blk.64 MTP head), `full_attention_interval 4` ⇒ **16 full-attention +
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the blk.64 MTP head), `full_attention_interval 4` ⇒ **16 full-attention +
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@@ -420,51 +422,59 @@ at q8_0**. The DeltaNet state is a fixed per-slot buffer (~150 MiB/slot at
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48 linear layers × 48 value heads). Header facts were read from the Hub
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48 linear layers × 48 value heads). Header facts were read from the Hub
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file by HTTP range + struct parse before anything was downloaded.
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file by HTTP range + struct parse before anything was downloaded.
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**The shape (2026-10-06, Frank's tight-fit order):** `--ctx-size 262144
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**The shape (2026-10-06, Frank's tight-fit order, MTP back on in the
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--parallel 2` = **TWO 131,072-token conversations** (Frank's 128k cap each;
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evening):** `--ctx-size 262144 --parallel 2` = **TWO 131,072-token
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`n_ctx_slot = CTX_SIZE / PARALLEL`), `--flash-attn on` pinned, **q8_0 K +
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conversations** (Frank's 128k cap each; `n_ctx_slot = CTX_SIZE /
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q8_0 V** (llama.cpp's FP8 class — no true fp8 KV dtype exists; 8.5 effective
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PARALLEL`), `--flash-attn on` pinned, **q8_0 K + q8_0 V** (llama.cpp's
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bits; supersedes the same-day f16/f16 rule written for the Ornith 9B fit),
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FP8 class — no true fp8 KV dtype exists; 8.5 effective bits; supersedes
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all layers on the GPU, `--mmproj` for vision, batch 4096 / ubatch 512.
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the same-day f16/f16 rule written for the Ornith 9B fit), all layers on
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**Speculative decoding is OFF** (same order): the -mtp file's head stays but
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the GPU, `--mmproj` for vision, batch 4096 / ubatch 512. **Speculative
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is not drafted with; ngram-mod skipped on purpose — on a qwen35 hybrid
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decoding is ON** (draft-mtp, depth 3): the -mtp file's head is drafted
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ngram disables recurrent-state rollback, so a rejected draft corrupts the
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against the main model's own weights; ngram-mod skipped on purpose — on
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DeltaNet state.
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a qwen35 hybrid ngram disables recurrent-state rollback, so a rejected
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draft corrupts the DeltaNet state.
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**Measured at the two-slot boot (2026-10-06): 22,728 used / 1,397 MiB
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**Measured at the two-slot MTP boot (2026-10-06 evening): 23,636 used /
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free** (`nvidia-smi` free field) — under the old 2-3 GiB floor BY ORDER ("a
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489 MiB free** (`nvidia-smi` free field) — the tightest fit in the
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very tight fit"); a 512×512 solid-red image still answers `Red` afterwards
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endpoint's history, under the old 2-3 GiB floor BY ORDER; a 512×512
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(1,363 MiB free after the probe), so the fit carries the vision transients.
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solid-red image still answers `Red` afterwards (489 MiB free after the
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The slot-2 pricing came from the measured 1×131,072 MTP boot (2026-10-05:
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probe), so the fit carries the vision transients. The MTP draft ctx
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19,404 used / 4,721 free — also the q8_0 proof, f16 would have left ~700):
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costs **~2.4 GiB measured** (23,636 − 22,728 + 1,561) — ~6× the ~0.4 GiB
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the second q8_0 slot costs 4,352 MiB KV + ~150 MiB DeltaNet, funded by
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the one-slot era assumed, because the drafter's KV is built against the
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dropping the MTP draft ctx (~0.4 GiB) and ubatch 1024→512 (~0.3 GiB,
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target's full 262,144 context (the draft window), not the 3-token
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inferred from the measured 616 MiB/doubling rung on the 9B). **Decode
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proposal depth; the lighter RCO-IQ3_XXS quant (−1.56 GiB vs IQ3_S-mtp)
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without the drafter: 48.0 tok/s (temp 0) / 47.8 (recipe temp 1.0)** — the
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funds it. **Decode: 63.3 tok/s (recipe temp 1.0) / 72.9 (temp 0)** with
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MTP references stay in frank-small.env for the day the head returns (44.8 %
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MTP acceptance 49.8–62.4 % (48.0 no-spec — the drafter earned its
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acceptance at the recipe temp ⇒ 58.9 tok/s; 52.1 % at temp 0.8 ⇒ 66.1).
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2.4 GiB). `reasoning_effort` probe unchanged: `xhigh` 200, `high` → 500
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`reasoning_effort` probe unchanged: `xhigh` 200, `high` → 500 Jinja raise
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Jinja raise (the models.yml fold stays mandatory).
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(the models.yml fold stays mandatory).
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**Vision without a Swift projector**: no Swift repo ships one (ukisai's
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**Vision with the publisher's own projector**: ajgazin's repo SHIPS
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README is explicit), so the projector is unsloth's mmproj built from the
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`mmproj-BF16.gguf` in the same repo (the IQ3_S era's unsloth mmproj was
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SHARED BASE `Qwen/Qwen3.8-27B` — legal because Swift-1.5's vision stack was
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built from the SHARED BASE `Qwen/Qwen3.8-27B`, legal because Swift-1.5's
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hash-proven byte-identical to the base (333/333 tensor names, 6/6 sampled
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vision stack was hash-proven byte-identical to the base). The probe
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tensors: merger fc1/fc2, blocks 0/13/26) on 2026-10-05. The probe traps
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traps carry over: ≥256 px probe images or the model answers "video";
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carry over: ≥256 px probe images or the model answers "video"; only the
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only the OpenAI `image_url` content part reaches the model. **New on
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OpenAI `image_url` content part reaches the model.
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this payload: the uncensored model thinks more than the censored
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Swift 1.5** — a 64-token budget is eaten entirely by
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`reasoning_content` (empty `content`); 128 tokens clears the vision
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probe.
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The GSQ-RCO "IQ3_S" tier is a **per-tensor allocation mix** of stock quant
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The RCO-IQ3_XXS tier is a **per-tensor allocation mix** of stock quant
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types (IQ2_XS 144 / IQ3_XXS 96 / Q6_K 78 / F32 360 / BF16 96 / Q3_K_M 39 …)
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types (IQ3_S 97 / BF16 96 / IQ3_XXS 83 / IQ2_S 72 / IQ4_XS 33 / IQ2_XS 32
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— stock llama.cpp loads it; the tensor-type histogram is the law (see Key
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/ IQ2_XXS 30 / Q2_K 28 / Q4_K 19 / Q6_K 8 / IQ1_S 4 / IQ1_M 4) — stock
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Lessons). Publisher KLD vs Swift BF16: 0.0513 development / 0.024–0.052
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llama.cpp loads it; the tensor-type histogram is the law (see Key
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held-out; the MTP packaging is NOT separately evaluated by the publisher.
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Lessons). Publisher KLD vs Swift BF16: mean 0.002631 / 90th 0.042136 /
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max 34.49 — RCO is the publisher's "more experimental" family, and the
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payload is the UNCECERSED Swift 1.5 (23/100 refusals vs Swift 1.5's
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98/100, KL 0.0884).
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Runbook:
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Runbook:
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`serverAppConfigs-docs/LLM/frank-small-llama-swift15-iq3s-mtp-131072.md`.
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`serverAppConfigs-docs/LLM/frank-small-llama-swift15-unc-iq3xxs-mtp-131072.md`.
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Rollback: `/home/dank/models/MiMo-Q6K/` (the LIVE payload until the cutover;
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Rollback: `/home/dank/models/Swift15-IQ3S/` (the IQ3_S-mtp payload live
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revert to the 2×200,704 f16 shape — [[frank-small-llama-mimo-q6k-2x200704]])
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until the 2026-10-06 evening swap — revert da36fa3 for the two-slot
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or `/home/dank/models/Ornith-Q8/` (the committed-never-deployed Q8_0;
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no-spec shape) or `/home/dank/models/MiMo-Q6K/` (revert to the
|
||||||
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2×200,704 f16 shape — [[frank-small-llama-mimo-q6k-2x200704]]) or
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||||||
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`/home/dank/models/Ornith-Q8/` (the committed-never-deployed Q8_0;
|
||||||
revert to 380aafa's tree).
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revert to 380aafa's tree).
|
||||||
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|
||||||
### frank-primary — Radiance (StillDeadcode), Qwen3.8-Flash-Next FP8 native, TP=2 (Dankserver, ACTIVE)
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### frank-primary — Radiance (StillDeadcode), Qwen3.8-Flash-Next FP8 native, TP=2 (Dankserver, ACTIVE)
|
||||||
@@ -988,7 +998,7 @@ Active:
|
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| Service | Runbook |
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| Service | Runbook |
|
||||||
|---------|---------|
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|---------|---------|
|
||||||
| frank-large (halogen container, Qwen3.8-27B .hgn + DFlash2, 1×200,700, text-only, Dankclaw) | `serverAppConfigs-docs/LLM/frank-large-halogen27b-dflash2.md` |
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| frank-large (halogen container, Qwen3.8-27B .hgn + DFlash2, 1×200,700, text-only, Dankclaw) | `serverAppConfigs-docs/LLM/frank-large-halogen27b-dflash2.md` |
|
||||||
| frank-small (llama.cpp CUDA, Swift-1.5-27B GSQ-RCO IQ3_S-mtp, 1×131,072 q8_0 KV, Dankclaw) | `serverAppConfigs-docs/LLM/frank-small-llama-swift15-iq3s-mtp-131072.md` |
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| frank-small (llama.cpp CUDA, Swift-1.5-27B Uncensored RCO IQ3_XXS-mtp, 2×131,072 draft-mtp q8_0 KV, Dankclaw) | `serverAppConfigs-docs/LLM/frank-small-llama-swift15-unc-iq3xxs-mtp-131072.md` |
|
||||||
| frank-primary (radiance StillDeadcode, Qwen3.8-Flash-Next-FP8 native, 2×R9700 TP=2, Dankserver) | `serverAppConfigs-docs/LLM/frank-primary-radiance-qwen38-native-fp8.md` |
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| frank-primary (radiance StillDeadcode, Qwen3.8-Flash-Next-FP8 native, 2×R9700 TP=2, Dankserver) | `serverAppConfigs-docs/LLM/frank-primary-radiance-qwen38-native-fp8.md` |
|
||||||
| Dankclaw kernel posture (`amd_iommu=off`) | `serverAppConfigs-docs/LLM/dankclaw-iommu-translation-off.md` |
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| Dankclaw kernel posture (`amd_iommu=off`) | `serverAppConfigs-docs/LLM/dankclaw-iommu-translation-off.md` |
|
||||||
| Deployment flow + incidents | `serverAppConfigs-docs/LLM/deployment.md` |
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| Deployment flow + incidents | `serverAppConfigs-docs/LLM/deployment.md` |
|
||||||
@@ -1001,7 +1011,7 @@ Retired (rollback targets and history):
|
|||||||
| tcclaviger vLLM fork Qwen3.8-Flash-Next-Uncensored FP8, TP=2, shape G (`frank-primary`) | Dankserver | 2026-09-29 → 10-05 (rollback target — tag `frank-primary-vllm-shapeG-20261003`; trio + env lore in the tag, image in rootless storage) | `dankserver-qwen38-fp8-expert-offload-tuning.md` |
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| tcclaviger vLLM fork Qwen3.8-Flash-Next-Uncensored FP8, TP=2, shape G (`frank-primary`) | Dankserver | 2026-09-29 → 10-05 (rollback target — tag `frank-primary-vllm-shapeG-20261003`; trio + env lore in the tag, image in rootless storage) | `dankserver-qwen38-fp8-expert-offload-tuning.md` |
|
||||||
| FreeToken PR #587 ROCm, Qwen3.8-Flash-Next-Uncensored-FP8, ONE R9700 (`frank-primary`) | Dankserver | 2026-10-05 → 10-05 (rollback target — tag `frank-primary-freetoken-pr587-20261005`; trio + Dockerfile in the tag, image `localhost/frank-primary-freetoken:pr587-77a7201` and orcarouter payload on disk) | `frank-primary-freetoken-pr587.md` |
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| FreeToken PR #587 ROCm, Qwen3.8-Flash-Next-Uncensored-FP8, ONE R9700 (`frank-primary`) | Dankserver | 2026-10-05 → 10-05 (rollback target — tag `frank-primary-freetoken-pr587-20261005`; trio + Dockerfile in the tag, image `localhost/frank-primary-freetoken:pr587-77a7201` and orcarouter payload on disk) | `frank-primary-freetoken-pr587.md` |
|
||||||
| llama.cpp master MiMo-V2.6-Distill-Qwen-9B Q6_K 2×200,704 f16 KV (`frank-small`) | Dankclaw | 2026-10-03 → 10-05 (rollback target — payload on disk; owns the ubatch-2048 A/B; the Ornith swap of 10-05 was committed but never deployed, so this was the LIVE payload Swift replaced) | `frank-small-llama-mimo-q6k-2x200704.md` |
|
| llama.cpp master MiMo-V2.6-Distill-Qwen-9B Q6_K 2×200,704 f16 KV (`frank-small`) | Dankclaw | 2026-10-03 → 10-05 (rollback target — payload on disk; owns the ubatch-2048 A/B; the Ornith swap of 10-05 was committed but never deployed, so this was the LIVE payload Swift replaced) | `frank-small-llama-mimo-q6k-2x200704.md` |
|
||||||
| llama.cpp Ornith-1.5-9B Q8_0, ONE 262,144 f16 KV (`frank-small`) | Dankclaw | 2026-10-05 (committed 77decb5→380aafa, never deployed — superseded by Swift the same evening; payload on disk) | trail in `frank-small-llama-swift15-iq3s-mtp-131072.md` |
|
| llama.cpp Ornith-1.5-9B Q8_0, ONE 262,144 f16 KV (`frank-small`) | Dankclaw | 2026-10-05 (committed 77decb5→380aafa, never deployed — superseded by Swift the same evening; payload on disk) | trail in `frank-small-llama-swift15-unc-iq3xxs-mtp-131072.md` |
|
||||||
| ROCmFPX llama.cpp fork Qwen3.8-27B Q8_0_ROCMFPX_AGENT + MTP (`frank-large`) | Dankclaw | 2026-10-02 → 10-03 (rollback target, payload on disk) | `frank-large-rocmfpx-q8agent-mtp.md` |
|
| ROCmFPX llama.cpp fork Qwen3.8-27B Q8_0_ROCMFPX_AGENT + MTP (`frank-large`) | Dankclaw | 2026-10-02 → 10-03 (rollback target, payload on disk) | `frank-large-rocmfpx-q8agent-mtp.md` |
|
||||||
| gufo v0.1.1 Qwen3.8-27B UD-Q8_K_XL/UD-Q4_K_XL + DFlash2 (`frank-large`) | Dankclaw | 2026-09-28 → 10-01, again 10-01 → 10-02 (payloads removed from disk 2026-10-03; rollback = re-download) | `frank-large-gufo-qwen38-27b.md` |
|
| gufo v0.1.1 Qwen3.8-27B UD-Q8_K_XL/UD-Q4_K_XL + DFlash2 (`frank-large`) | Dankclaw | 2026-09-28 → 10-01, again 10-01 → 10-02 (payloads removed from disk 2026-10-03; rollback = re-download) | `frank-large-gufo-qwen38-27b.md` |
|
||||||
| vLLM TheRock MiMo-V2.6-Distill-Qwen-9B BF16 + cross-model MTP (`frank-large`) | Dankclaw | 2026-10-01 (same-day rollback to gufo) | `frank-large-vllm-mimo-v26-bf16.md` |
|
| vLLM TheRock MiMo-V2.6-Distill-Qwen-9B BF16 + cross-model MTP (`frank-large`) | Dankclaw | 2026-10-01 (same-day rollback to gufo) | `frank-large-vllm-mimo-v26-bf16.md` |
|
||||||
|
|||||||
@@ -15,8 +15,8 @@ timestamp: 2026-10-03
|
|||||||
# frank-small — llama.cpp MiMo Q6_K, 2 × 200,704, f16 KV
|
# frank-small — llama.cpp MiMo Q6_K, 2 × 200,704, f16 KV
|
||||||
|
|
||||||
> **RETIRED 2026-10-05 (evening).** Superseded by
|
> **RETIRED 2026-10-05 (evening).** Superseded by
|
||||||
> [[frank-small-llama-swift15-iq3s-mtp-131072]] — the Swift-1.5-27B GSQ-RCO
|
> [[frank-small-llama-swift15-unc-iq3xxs-mtp-131072]] — the Swift-1.5-27B
|
||||||
> IQ3_S-mtp swap. Two facts for the trail: (1) the Ornith-1.5-9B Q8_0 swap
|
> RCO-IQ3_XXS-mtp swap (uncensored, MTP drafted). Two facts for the trail:
|
||||||
> committed earlier the same day (77decb5..380aafa) was **never deployed** —
|
> committed earlier the same day (77decb5..380aafa) was **never deployed** —
|
||||||
> THIS MiMo shape was the live payload when Swift cut over; (2) the KV
|
> THIS MiMo shape was the live payload when Swift cut over; (2) the KV
|
||||||
> contract Frank set here (f16 K + f16 V, "no further quantization on this
|
> contract Frank set here (f16 K + f16 V, "no further quantization on this
|
||||||
|
|||||||
@@ -1,229 +0,0 @@
|
|||||||
---
|
|
||||||
type: reference
|
|
||||||
title: "frank-small on Dankclaw — llama.cpp, Swift-1.5-27B GSQ-RCO IQ3_S-mtp, 2 x 131072, no spec, q8_0 KV"
|
|
||||||
description: "The active frank-small runbook (2026-10-05 evening; 2 × 131,072 no-spec since 2026-10-06) — llama.cpp master (CUDA sm_86) serving ukisai's Swift-1.5-Qwen3.8-27B GSQ-RCO IQ3_S (the -mtp file's head present but NOT drafted) on the RTX 3090: TWO 131,072-token conversations at Frank's 128k cap (the tight fit he ordered — 1,397 MiB measured free), q8_0 K + q8_0 V (llama.cpp's FP8 class), vision through the base-model projector (proven byte-identical tower), and the full slot-2 arithmetic."
|
|
||||||
tags:
|
|
||||||
- llm
|
|
||||||
- frank-small
|
|
||||||
- dankclaw
|
|
||||||
- llama-cpp
|
|
||||||
- gguf
|
|
||||||
- rtx3090
|
|
||||||
- qwen35
|
|
||||||
- mtp
|
|
||||||
- vision
|
|
||||||
timestamp: 2026-10-05
|
|
||||||
---
|
|
||||||
|
|
||||||
# frank-small — llama.cpp Swift-1.5-27B IQ3_S-mtp, 2 × 131,072, no spec, q8_0 KV
|
|
||||||
|
|
||||||
> **ACTIVE since 2026-10-05 (evening); TWO slots, spec OFF since
|
|
||||||
> 2026-10-06.** A 27B replaces the 9B on the same 24 GiB card, bought by
|
|
||||||
> Frank's explicit contract for the swap: context capped at 128k per
|
|
||||||
> conversation, KV at FP8 class, vision on, "as many of those contexts as
|
|
||||||
> you can" — the 2026-10-05 arithmetic answered **one**; Frank's 2026-10-06
|
|
||||||
> order ("drop mtp, skip ngram, drop ubatch to 512, let's get 2 contexts at
|
|
||||||
> 128k — should be a very tight fit") bought the second slot by spending
|
|
||||||
> the drafter (~0.4 GiB) and ubatch headroom (~0.3 GiB). It fits:
|
|
||||||
> **1,397 MiB measured free**, the old 2-3 GiB floor knowingly violated.
|
|
||||||
> This supersedes BOTH earlier 2026-10-05 payloads: the live MiMo-V2.6 Q6_K
|
|
||||||
> shape ([[frank-small-llama-mimo-q6k-2x200704]], now retired) and the
|
|
||||||
> Ornith-1.5-9B Q8_0 swap that was committed (77decb5..380aafa) but never
|
|
||||||
> deployed.
|
|
||||||
|
|
||||||
## Identity
|
|
||||||
|
|
||||||
| | |
|
|
||||||
|---|---|
|
|
||||||
| Host / device | Dankclaw (192.168.0.143), RTX 3090, 24,576 MiB |
|
|
||||||
| Endpoint | `http://192.168.0.143:7771` — alias `frank-small`, `/v1` OpenAI surface |
|
|
||||||
| Runtime | llama.cpp master (0.5.0-dev, commit 5fc4f3c), CUDA sm_86 build `…/llama-master/build-cuda/bin/llama-server` (`GGML_CUDA_FA_ALL_QUANTS=ON` — required for quantized V) |
|
|
||||||
| Unit | root systemd `frank-small.service` ([`scripts/frank-small.service`](../../scripts/frank-small.service)), `User=dank`, `Restart=on-failure`, `LimitMEMLOCK=infinity` |
|
|
||||||
| Serve script | [`scripts/serve-frank-small.sh`](../../scripts/serve-frank-small.sh), tunables [`scripts/frank-small.env`](../../scripts/frank-small.env) |
|
|
||||||
| Weights | `/home/dank/models/Swift15-IQ3S/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_S-mtp.gguf` — ukisai/Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF **IQ3_S -mtp**, 12,120,016,896 B, sha256 `9aecf1cd…` (qwen35 hybrid: 64 real layers, 16 full-attention + 48 Gated DeltaNet, native 262,144; **MTP head in the file**: blk.64.nextn.*, `nextn_predict_layers=1`) |
|
|
||||||
| Projector | `…/Swift15-IQ3S/mmproj-Qwen3.8-27B-F16.gguf` — unsloth/Qwen3.8-27B-GGUF `mmproj-F16.gguf`, 927,607,488 B, sha256 `cbb841a9…` (27-layer ViT, 1152 hidden, `qwen3vl_merger` → 5120) |
|
|
||||||
| Fetch | [`scripts/download-frank-small.sh`](../../scripts/download-frank-small.sh) — `-f`, byte count + LFS sha256 verified per file; both verified on the host before deploy |
|
|
||||||
| Seam | `tests/frank_small_unit.bats` (argv assertions against a stub engine: payload path, slot geometry, KV pair, no-spec pair (absence of both flags), batch pair, projector opt-out) |
|
|
||||||
|
|
||||||
## Why a base-model projector is legal here
|
|
||||||
|
|
||||||
No Swift repo ships a projector — ukisai's GSQ-RCO release is
|
|
||||||
language-model-only by their own README ("A Swift 27B vision projector has
|
|
||||||
not been verified for this release"). The substitution is proven, not
|
|
||||||
assumed: Swift-1.5 is an RL/OPD post-train of `Qwen/Qwen3.8-27B`, and its
|
|
||||||
vision stack was hash-compared against the base on 2026-10-05 over HTTP
|
|
||||||
range reads of the two BF16 repos — **333/333 visual tensor names match and
|
|
||||||
6/6 sampled tensors are byte-identical** (merger `linear_fc1`/`linear_fc2`,
|
|
||||||
blocks 0/13/26 attn/mlp). Swift's post-training touched text only, so the
|
|
||||||
base projector IS the model's own projector. The mmproj header matches
|
|
||||||
Swift's `vision_config` field-for-field (depth 27, hidden 1152, patch 16,
|
|
||||||
merge 2, ffn 4304, 16 heads, out 5120).
|
|
||||||
|
|
||||||
## Shape and KV contract
|
|
||||||
|
|
||||||
`--ctx-size 262144 --parallel 2` — TWO conversations at Frank's 128k cap
|
|
||||||
(the GSQ publisher's own benchmark protocol ran at 131,072 per stream).
|
|
||||||
`CTX_SIZE` stays divisible by `PARALLEL`; the seam enforces it, and the
|
|
||||||
per-slot number (`262144 / 2 = 131,072`) is the product contract —
|
|
||||||
models.yml stays at 131,072.
|
|
||||||
|
|
||||||
**KV at FP8 class: `q8_0` K + `q8_0` V (Frank, 2026-10-05 evening).**
|
|
||||||
llama.cpp has no true fp8 KV dtype; q8_0 is the 8-bit class (1.0625 B/elem
|
|
||||||
⇒ 8.5 effective bits) and the only FP8-class lever this runtime moves. The
|
|
||||||
order supersedes the same-day f16/f16 rule, which was written for the
|
|
||||||
Ornith 9B fit — at 64 KiB/token f16 the single 131,072 slot alone would
|
|
||||||
cost 8.0 GiB of KV. At q8_0 the rate is **34 KiB/token** (16 attn layers ×
|
|
||||||
4 KV heads × 256 dim × 1.0625 B, K and again V). `--flash-attn on` is
|
|
||||||
pinned: quantized V requires it, and the build's
|
|
||||||
`GGML_CUDA_FA_ALL_QUANTS=ON` (2026-09-17) makes the path real rather than a
|
|
||||||
silent f16 fallback.
|
|
||||||
|
|
||||||
**Two slots, by arithmetic and by order (2026-10-06).** The 2026-10-05
|
|
||||||
arithmetic made ONE 131,072 slot the maximum under the 2-3 GiB floor (a
|
|
||||||
second slot wanted +4,352 MiB of KV against 4,721 free — ~0.2 GiB left,
|
|
||||||
far under the floor). Frank then ordered the budget spent differently:
|
|
||||||
drop the MTP drafter (~0.4 GiB: one nextn layer of draft KV + its compute
|
|
||||||
buffers), drop ubatch 1024→512 (~0.3 GiB, inferred from the measured 616
|
|
||||||
MiB/doubling rung on the 9B), and take the second slot anyway — "should
|
|
||||||
be a very tight fit", i.e. the 2-3 GiB floor is KNOWINGLY VIOLATED. The
|
|
||||||
measured boot confirms: **22,728 used / 1,397 MiB free** (nvidia-smi
|
|
||||||
`free` field), and a 512×512 image still answers `Red` afterwards
|
|
||||||
(1,363 MiB after the probe), so the fit carries the vision transients.
|
|
||||||
Compute buffers allocate at graph capture during BOOT, so a miss is loud
|
|
||||||
and fast — the failure mode is a crash loop, not silent corruption.
|
|
||||||
|
|
||||||
## Speculative decoding — OFF since 2026-10-06
|
|
||||||
|
|
||||||
**Frank's order: drop MTP, skip ngram-mod too.** The MTP head ships IN the
|
|
||||||
file — the `-mtp` GGUF carries `blk.64.nextn.{enorm,hnorm,shared_head_norm}`
|
|
||||||
(`qwen35.nextn_predict_layers=1`, publisher RECIPE "MTP_OK verified") — and
|
|
||||||
`--spec-type draft-mtp` loads it against the main model's own weights (no
|
|
||||||
`--model-draft`, no second draft model — two context-backed drafters cannot
|
|
||||||
share a process). It simply is NOT drafted with now: `SPEC_TYPE=none`
|
|
||||||
strips BOTH speculative flags in the serve script (flags move as a set).
|
|
||||||
|
|
||||||
**Why ngram-mod was skipped, not swapped in:** on a qwen35 hybrid, ngram
|
|
||||||
speculation logs *"recurrent state rollback is not compatible with
|
|
||||||
'ngram-mod' — disabling rollback support"* (fleet lesson from frank-large's
|
|
||||||
chain measurement, 2026-10-03). A rejected draft on Gated DeltaNet layers
|
|
||||||
cannot be rewound by KV truncation — without the rollback checkpoints the
|
|
||||||
DeltaNet state carries phantom transitions and output degrades silently.
|
|
||||||
MTP measured fine here (below); it was spent for the second slot, not
|
|
||||||
abandoned for ngram.
|
|
||||||
|
|
||||||
**Measured MTP references (2026-10-05, for the day the head returns)**,
|
|
||||||
draft counts from the live `timings` on real-ish traffic: temp 0.8 →
|
|
||||||
66.1 tok/s, 182/349 accepted (52.1 %); temp 0 → 66.9 tok/s, 166/318;
|
|
||||||
deployed recipe (temp 1.0/top_p 0.95/top_k 20) → 58.9 tok/s, 159/355
|
|
||||||
(44.8 %). Acceptance reads from the response `timings` object
|
|
||||||
(`draft_n`, `draft_n_accepted`) — never on a synthetic repeat (greedy-text
|
|
||||||
acceptance lies).
|
|
||||||
|
|
||||||
## Vision contract
|
|
||||||
|
|
||||||
`--mmproj` is the entire vision path (the GGUF carries no vision tensors).
|
|
||||||
Probes: a solid-color PNG **≥ 256 px** answers its exact color — a tiny
|
|
||||||
probe undersupplies image tokens and the model invents ("video"); the
|
|
||||||
legacy top-level `images` field is IGNORED, only the OpenAI `image_url`
|
|
||||||
content part reaches the model. Same traps the MiMo eras documented.
|
|
||||||
|
|
||||||
## Measured: the 1 × 131,072 MTP boot (2026-10-05, historical)
|
|
||||||
|
|
||||||
- **Boot ledger**: `creating MTP draft context against the target model
|
|
||||||
'…/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_S-mtp.gguf'`, `loaded multimodal
|
|
||||||
model, '…/Swift15-IQ3S/mmproj-Qwen3.8-27B-F16.gguf'`, `n_slots = 1,
|
|
||||||
n_ctx_slot = 131072` — every expected line, no q8→f16 fallback.
|
|
||||||
- **VRAM: 19,404 used / 4,721 MiB free** (nvidia-smi `free` field). The
|
|
||||||
4.5 GiB prediction held; f16 KV would have left ~700 MiB, so this free
|
|
||||||
number doubles as the q8_0 proof.
|
|
||||||
- **Decode + MTP acceptance** (draft counts from the live `timings`):
|
|
||||||
temp 0.8 → 66.1 tok/s, 182/349 accepted (52.1 %); temp 0 → 66.9 tok/s,
|
|
||||||
166/318; **deployed recipe (temp 1.0/top_p 0.95/top_k 20) → 58.9 tok/s,
|
|
||||||
159/355 (44.8 %)** — temperature buys fluency, costs acceptance and rate.
|
|
||||||
For scale: MiMo Q6_K measured 94.4 tok/s on the same card — this 27B at
|
|
||||||
IQ3_S runs ~2/3 the rate with ~3× the capability class.
|
|
||||||
- **Vision**: 512×512 solid-red PNG → `Red`, `finish_reason: stop`.
|
|
||||||
- **Template gate**: `reasoning_effort: xhigh` → 200 with
|
|
||||||
`reasoning_content` populated; `high` → HTTP 500 (Jinja raise) — the
|
|
||||||
models.yml fold is mandatory, exactly as the MiMo eras found.
|
|
||||||
- Streaming completion: 200. No first-request silence window (the
|
|
||||||
halogen-era 45–60 s stall has no analogue here).
|
|
||||||
|
|
||||||
## Measured: the 2 × 131,072 no-spec boot (2026-10-06, live)
|
|
||||||
|
|
||||||
- **Boot ledger**: `loaded multimodal model, '…/Swift15-IQ3S/
|
|
||||||
mmproj-Qwen3.8-27B-F16.gguf'` and NO draft-context line (speculation
|
|
||||||
off). `/slots`: **2 slots, n_ctx 131,072 each** (pool 262,144).
|
|
||||||
- **VRAM: 22,728 used / 1,397 MiB free** (nvidia-smi `free` field) — the
|
|
||||||
predicted 0.3–1.3 GiB window held; the old 2-3 GiB floor is knowingly
|
|
||||||
violated by Frank's order. After a 512×512 image probe: 1,363 MiB —
|
|
||||||
the vision transients fit.
|
|
||||||
- **Decode without the drafter**: 48.0 tok/s (temp 0) / 47.8 (deployed
|
|
||||||
recipe temp 1.0). `draft_n` absent from `timings` (no drafter). The MTP
|
|
||||||
era's 58.9–66.9 tok/s is the honest price of the second context:
|
|
||||||
−18–28 %.
|
|
||||||
- **Vision**: 512×512 solid-red PNG → `Red` again on this shape.
|
|
||||||
- Deploy: commit 812d9eb, e2e gate 33/33 green on the live fleet.
|
|
||||||
|
|
||||||
## Client contract
|
|
||||||
|
|
||||||
- Reasoning in `reasoning_content` (`--reasoning-format deepseek`); thinking
|
|
||||||
tokens COUNT against `max_tokens`.
|
|
||||||
- The embedded chat template gates `reasoning_effort` to
|
|
||||||
`{xhigh, medium, low}` — anything else is a raise/HTTP 500, so
|
|
||||||
`models.yml` `compat.reasoningEffortMap` folds the harness levels onto
|
|
||||||
that set (mandatory, same as every Qwen3.8-template endpoint).
|
|
||||||
- Sampling rides the wire (`extraBody`): Swift's publisher recipe temp 1.0
|
|
||||||
/ top_p 0.95 / top_k 20 / min_p 0 (the card was evaluated at exactly
|
|
||||||
this recipe at ctx 131,072).
|
|
||||||
- Swift 1.5 is a reasoning-efficient post-train: −58.5 % median thinking
|
|
||||||
tokens vs base at equal-or-better accuracy. Token budgets go further;
|
|
||||||
the 32,768 `maxTokens` is unchanged from the MiMo era and still clears
|
|
||||||
the compaction invariant (91,750 + 32,768 ≤ 131,072).
|
|
||||||
- The GSQ-RCO "IQ3_S" tier is a **per-tensor allocation mix** (IQ2_XS 144 /
|
|
||||||
IQ3_XXS 96 / Q6_K 78 / F32 360 / BF16 96 / Q3_K_M 39 …), all stock quant
|
|
||||||
types — stock llama.cpp loads it. Publisher KLD vs Swift BF16: 0.0513
|
|
||||||
(development), held-out 0.024–0.052 per domain; the MTP packaging is NOT
|
|
||||||
separately evaluated by the publisher.
|
|
||||||
|
|
||||||
## Rollback
|
|
||||||
|
|
||||||
The 1 × 131,072 MTP shape is ONE commit away — revert 812d9eb (the
|
|
||||||
two-slot order) and redeploy: the same env trio then ships
|
|
||||||
`SPEC_TYPE=draft-mtp`, `UBATCH_SIZE=1024`, `CTX_SIZE=131072`,
|
|
||||||
`PARALLEL=1` (the measured 58.9–66.9 tok/s with the head drafting).
|
|
||||||
|
|
||||||
Two payloads on disk, both fetchable by the same script's git-history
|
|
||||||
recipes:
|
|
||||||
|
|
||||||
1. **MiMo-V2.6 Q6_K 2×200,704 f16 KV** — the payload that was LIVE until
|
|
||||||
this cutover: `/home/dank/models/MiMo-Q6K/`; revert
|
|
||||||
[[frank-small-llama-mimo-q6k-2x200704]] (env trio at commit e5893dc or
|
|
||||||
380aafa's parent), one `MODEL_FILE` + shape edit.
|
|
||||||
2. **Ornith-1.5-9B Q8_0** — the committed-but-never-deployed swap:
|
|
||||||
`/home/dank/models/Ornith-Q8/`; revert to 380aafa's tree (ONE native
|
|
||||||
262,144 slot, f16/f16 KV).
|
|
||||||
|
|
||||||
## Trail
|
|
||||||
|
|
||||||
- The Ornith-1.5-9B Q8_0 swap (77decb5 → 380aafa, earlier 2026-10-05) was
|
|
||||||
committed and pushed but its deploy never completed (blocked at the
|
|
||||||
whole-tree docs gate); the live service was still MiMo Q6_K when Swift
|
|
||||||
cut over. Both Ornith payloads were verified on disk before Swift.
|
|
||||||
- Swift header facts (block_count 65, interval 4, KV geometry, nextn) were
|
|
||||||
read from the Hub file by HTTP range + struct parse — no download needed —
|
|
||||||
before the payload was fetched.
|
|
||||||
- Cutover 2026-10-05 ~23:26: the radiance-cutover session (parallel) label-
|
|
||||||
committed both sets at Frank's direction — 1919ad7 (frank-primary radiance)
|
|
||||||
then baf33d0 (this swap: trio, seam, runbooks, fleet docs). Deploy ran
|
|
||||||
`deploy.sh dankclaw --service frank-small`; the service dispatch and health
|
|
||||||
gate went green; the first e2e run failed ONE spec (12-crawl,
|
|
||||||
`net::ERR_ABORTED` on `www.franksdank.cloud` — a transient, unrelated to
|
|
||||||
frank-small), green on rerun.
|
|
||||||
- The unit's `Description=` (MiMo era) was stale at cutover time and was
|
|
||||||
updated in-repo afterward — the relinked unit picks it up at the next
|
|
||||||
deploy/restart, not retroactively.
|
|
||||||
- 2026-10-06 (Frank): drop MTP, skip ngram, ubatch 512, TWO 128k contexts
|
|
||||||
(812d9eb). The tight fit landed: 1,397 MiB free, vision `Red`, decode
|
|
||||||
48.0 t/s no-spec. Model of the trade: the drafter's ~0.4 GiB + ubatch
|
|
||||||
~0.3 GiB bought the second 4,352 MiB KV slot.
|
|
||||||
@@ -0,0 +1,262 @@
|
|||||||
|
---
|
||||||
|
type: reference
|
||||||
|
title: "frank-small on Dankclaw — llama.cpp, Swift-1.5-27B Uncensored RCO IQ3_XXS-mtp, 2 x 131072, draft-mtp, q8_0 KV"
|
||||||
|
description: "The active frank-small runbook (2026-10-05 evening; MTP back ON on the lighter RCO-IQ3_XXS since 2026-10-06) — llama.cpp master (CUDA sm_86) serving ajgazin's Swift-1.5-Qwen3.8-27B Uncensored RCO-IQ3_XXS (MTP head in the file, drafted) on the RTX 3090: TWO 131,072-token conversations at Frank's 128k cap, q8_0 K + q8_0 V (llama.cpp's FP8 class), vision through the publisher's own BF16 projector, and the full two-slot + drafter arithmetic."
|
||||||
|
tags:
|
||||||
|
- llm
|
||||||
|
- frank-small
|
||||||
|
- dankclaw
|
||||||
|
- llama-cpp
|
||||||
|
- gguf
|
||||||
|
- rtx3090
|
||||||
|
- qwen35
|
||||||
|
- mtp
|
||||||
|
- vision
|
||||||
|
timestamp: 2026-10-06
|
||||||
|
---
|
||||||
|
|
||||||
|
# frank-small — llama.cpp Swift-1.5-27B Uncensored RCO IQ3_XXS-mtp, 2 × 131,072, draft-mtp, q8_0 KV
|
||||||
|
|
||||||
|
> **ACTIVE since 2026-10-05 (evening); reshaped twice on 2026-10-06.** A
|
||||||
|
> 27B replaces the 9B on the same 24 GiB card, bought by Frank's explicit
|
||||||
|
> contract for the swap: context capped at 128k per conversation, KV at
|
||||||
|
> FP8 class, vision on, "as many of those contexts as you can". The
|
||||||
|
> morning order ("drop mtp, skip ngram, drop ubatch to 512, let's get 2
|
||||||
|
> contexts at 128k — should be a very tight fit") bought the second slot
|
||||||
|
> by spending the drafter (~0.4 GiB assumed) and ubatch headroom (~0.3
|
||||||
|
> GiB): 1,397 MiB measured free. The evening order — swap to the
|
||||||
|
> UNCELERSED Swift-1.5 at RCO-IQ3_XXS and turn MTP back on — landed
|
||||||
|
> **489 MiB free**: the lighter quant (−1.56 GiB of weights) funds the
|
||||||
|
> second slot, but the MTP draft ctx costs **~2.4 GiB measured, not the
|
||||||
|
> ~0.4 GiB assumed** — the drafter's KV is built against the target's
|
||||||
|
> full context (the 262,144 draft window), not the 3-token proposal
|
||||||
|
> depth. The 2–3 GiB floor is knowingly violated, as ordered. This
|
||||||
|
> supersedes BOTH earlier 2026-10-05 payloads: the live MiMo-V2.6 Q6_K
|
||||||
|
> shape ([[frank-small-llama-mimo-q6k-2x200704]], now retired) and the
|
||||||
|
> Ornith-1.5-9B Q8_0 swap that was committed (77decb5..380aafa) but never
|
||||||
|
> deployed.
|
||||||
|
|
||||||
|
## Identity
|
||||||
|
|
||||||
|
| | |
|
||||||
|
|---|---|
|
||||||
|
| Host / device | Dankclaw (192.168.0.143), RTX 3090, 24,576 MiB |
|
||||||
|
| Endpoint | `http://192.168.0.143:7771` — alias `frank-small`, `/v1` OpenAI surface |
|
||||||
|
| Runtime | llama.cpp master (0.5.0-dev, commit 5fc4f3c), CUDA sm_86 build `…/llama-master/build-cuda/bin/llama-server` (`GGML_CUDA_FA_ALL_QUANTS=ON` — required for quantized V) |
|
||||||
|
| Unit | root systemd `frank-small.service` ([`scripts/frank-small.service`](../../scripts/frank-small.service)), `User=dank`, `Restart=on-failure`, `LimitMEMLOCK=infinity` |
|
||||||
|
| Serve script | [`scripts/serve-frank-small.sh`](../../scripts/serve-frank-small.sh), tunables [`scripts/frank-small.env`](../../scripts/frank-small.env) |
|
||||||
|
| Weights | `/home/dank/models/Swift15-UncIQ3XXS/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-RCO-IQ3_XXS.gguf` — ajgazin/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-GGUF **RCO-IQ3_XXS -mtp**, 10,442,827,392 B, sha256 `e13d3e74…` (qwen35 hybrid: 64 real layers, 16 full-attention + 48 Gated DeltaNet, native 262,144; **MTP head in the file**: blk.64.nextn.*, `nextn_predict_layers=1`, and DRAFTED with it) |
|
||||||
|
| Projector | `…/Swift15-UncIQ3XXS/mmproj-BF16.gguf` — PUBLISHER-SHIPPED in the same repo, 931,145,888 B, sha256 `19acd7fc…` (27-layer ViT → 5120) |
|
||||||
|
| Fetch | [`scripts/download-frank-small.sh`](../../scripts/download-frank-small.sh) — `-f`, byte count + sha256 verified per file (Xet repo: the Hub APIs expose no LFS oid, so the shas were computed locally after the first verified fetch; byte counts match the Hub's declared sizes) |
|
||||||
|
| Seam | `tests/frank_small_unit.bats` (argv assertions against a stub engine: payload path, slot geometry, KV pair, spec pair (both flags present), batch pair, projector opt-out) |
|
||||||
|
|
||||||
|
## Why this payload (2026-10-06 evening)
|
||||||
|
|
||||||
|
Frank asked for the UNCELERSED Swift-1.5 with MTP back on. The RCO-IQ3_XXS
|
||||||
|
is 1.56 GiB lighter than the IQ3_S-mtp it replaced — and that lighter
|
||||||
|
weight is exactly what funds the MTP draft context (~2.4 GiB measured)
|
||||||
|
PLUS the second 131,072 slot, while keeping the q8_0 KV contract and the
|
||||||
|
two-slot shape Frank ordered that morning.
|
||||||
|
|
||||||
|
**Uncensored, intentionally:** the publisher reports 23/100 refusals vs
|
||||||
|
Swift 1.5's 98/100 (KL 0.0884 against the censored base). The refusal
|
||||||
|
escape hatch is the same as every payload here: revert and redeploy.
|
||||||
|
|
||||||
|
## Shape and KV contract
|
||||||
|
|
||||||
|
`--ctx-size 262144 --parallel 2` — TWO conversations at Frank's 128k cap
|
||||||
|
(the GSQ publisher's own benchmark protocol ran at 131,072 per stream).
|
||||||
|
`CTX_SIZE` stays divisible by `PARALLEL`; the seam enforces it, and the
|
||||||
|
per-slot number (`262144 / 2 = 131,072`) is the product contract —
|
||||||
|
models.yml stays at 131,072.
|
||||||
|
|
||||||
|
**KV at FP8 class: `q8_0` K + `q8_0` V (Frank, 2026-10-05 evening).**
|
||||||
|
llama.cpp has no true fp8 KV dtype; q8_0 is the 8-bit class (1.0625 B/elem
|
||||||
|
⇒ 8.5 effective bits) and the only FP8-class lever this runtime moves.
|
||||||
|
The order supersedes the same-day f16/f16 rule, which was written for the
|
||||||
|
Ornith 9B fit — at 64 KiB/token f16 the single 131,072 slot alone would
|
||||||
|
cost 8.0 GiB of KV. At q8_0 the rate is **34 KiB/token** (16 attn layers ×
|
||||||
|
4 KV heads × 256 dim × 1.0625 B, K and again V). `--flash-attn on` is
|
||||||
|
pinned: quantized V requires it, and the build's
|
||||||
|
`GGML_CUDA_FA_ALL_QUANTS=ON` (2026-09-17) makes the path real rather than
|
||||||
|
a silent f16 fallback.
|
||||||
|
|
||||||
|
**Two slots + drafter, by arithmetic and by order (2026-10-06).** The
|
||||||
|
morning order bought the second slot by spending the drafter and ubatch
|
||||||
|
headroom (1,397 MiB free). The evening swap put the drafter BACK and
|
||||||
|
changed the arithmetic: the draft ctx is built against the target's FULL
|
||||||
|
context (262,144 — the draft window, not the 3-token proposal depth), so
|
||||||
|
it costs **~2.4 GiB measured** (23,636 − 22,728 + 1,561), not the ~0.4 GiB
|
||||||
|
the one-slot era assumed. The lighter quant pays for it: **23,636 used /
|
||||||
|
489 MiB free** (nvidia-smi `free` field) — the tightest fit in
|
||||||
|
frank-small's history, the 2–3 GiB floor knowingly violated, and the
|
||||||
|
512×512 vision transient (34 MiB) still fits and recovers. Compute buffers
|
||||||
|
allocate at graph capture during BOOT, so a miss is loud and fast — the
|
||||||
|
failure mode is a crash loop, not silent corruption.
|
||||||
|
|
||||||
|
## Speculative decoding — ON since 2026-10-06 evening (draft-mtp, depth 3)
|
||||||
|
|
||||||
|
**Frank's evening order: MTP back on.** The MTP head ships IN the file —
|
||||||
|
the `-mtp` GGUF carries `blk.64.nextn.*` (`qwen35.nextn_predict_layers=1`)
|
||||||
|
— and `--spec-type draft-mtp` loads it against the main model's own
|
||||||
|
weights (no `--model-draft`, no second draft model — two context-backed
|
||||||
|
drafters cannot share a process). `SPEC_DRAFT_N_MAX=3` is the proposal
|
||||||
|
depth. **ngram-mod stays skipped, not swapped in:** on a qwen35 hybrid,
|
||||||
|
ngram speculation logs *"recurrent state rollback is not compatible with
|
||||||
|
'ngram-mod' — disabling rollback support"* (fleet lesson from
|
||||||
|
frank-large's chain measurement, 2026-10-03). A rejected draft on Gated
|
||||||
|
DeltaNet layers cannot be rewound by KV truncation — without the rollback
|
||||||
|
checkpoints the DeltaNet state carries phantom transitions and output
|
||||||
|
degrades silently. The flags move as a set: the serve script emits BOTH
|
||||||
|
`--spec-type` and `--spec-draft-n-max` together or neither
|
||||||
|
(`SPEC_TYPE=none` strips both).
|
||||||
|
|
||||||
|
## Vision contract
|
||||||
|
|
||||||
|
`--mmproj` is the entire vision path (the GGUF carries no vision tensors).
|
||||||
|
Probes: a solid-color PNG **≥ 256 px** answers its exact color — a tiny
|
||||||
|
probe undersupplies image tokens and the model invents ("video"); the
|
||||||
|
legacy top-level `images` field is IGNORED, only the OpenAI `image_url`
|
||||||
|
content part reaches the model. **New on this payload: the uncensored
|
||||||
|
model THINKS more than the censored Swift 1.5** — a 64-token budget was
|
||||||
|
eaten entirely by `reasoning_content` (`finish_reason: length`, empty
|
||||||
|
`content`); 128 tokens clears it. Token budgets for vision probes must
|
||||||
|
leave room for thinking.
|
||||||
|
|
||||||
|
## Measured: the 1 × 131,072 MTP boot (2026-10-05, historical)
|
||||||
|
|
||||||
|
- **Boot ledger**: `creating MTP draft context against the target model
|
||||||
|
'…/Swift-1.5-Qwen3.8-27B-GSQ-RCO-IQ3_S-mtp.gguf'`, `loaded multimodal
|
||||||
|
model, '…/Swift15-IQ3S/mmproj-Qwen3.8-27B-F16.gguf'`, `n_slots = 1,
|
||||||
|
n_ctx_slot = 131072` — every expected line, no q8→f16 fallback.
|
||||||
|
- **VRAM: 19,404 used / 4,721 MiB free** (nvidia-smi `free` field). The
|
||||||
|
4.5 GiB prediction held; f16 KV would have left ~700 MiB, so this free
|
||||||
|
number doubles as the q8_0 proof.
|
||||||
|
- **Decode + MTP acceptance** (draft counts from the live `timings`):
|
||||||
|
temp 0.8 → 66.1 tok/s, 182/349 accepted (52.1 %); temp 0 → 66.9 tok/s,
|
||||||
|
166/318; **deployed recipe (temp 1.0/top_p 0.95/top_k 20) → 58.9 tok/s,
|
||||||
|
159/355 (44.8 %)** — temperature buys fluency, costs acceptance and
|
||||||
|
rate. For scale: MiMo Q6_K measured 94.4 tok/s on the same card — this
|
||||||
|
27B at IQ3_S runs ~2/3 the rate with ~3× the capability class.
|
||||||
|
- **Vision**: 512×512 solid-red PNG → `Red`, `finish_reason: stop`.
|
||||||
|
- **Template gate**: `reasoning_effort: xhigh` → 200 with
|
||||||
|
`reasoning_content` populated; `high` → HTTP 500 (Jinja raise) — the
|
||||||
|
models.yml fold is mandatory, exactly as the MiMo eras found.
|
||||||
|
- Streaming completion: 200. No first-request silence window (the
|
||||||
|
halogen-era 45–60 s stall has no analogue here).
|
||||||
|
|
||||||
|
## Measured: the 2 × 131,072 no-spec boot (2026-10-06 morning, historical)
|
||||||
|
|
||||||
|
- **Boot ledger**: `loaded multimodal model, '…/Swift15-IQ3S/
|
||||||
|
mmproj-Qwen3.8-27B-F16.gguf'` and NO draft-context line (speculation
|
||||||
|
off). `/slots`: **2 slots, n_ctx 131,072 each** (pool 262,144).
|
||||||
|
- **VRAM: 22,728 used / 1,397 MiB free** (nvidia-smi `free` field) — the
|
||||||
|
predicted 0.3–1.3 GiB window held; the old 2-3 GiB floor is knowingly
|
||||||
|
violated by Frank's order. After a 512×512 image probe: 1,363 MiB —
|
||||||
|
the vision transients fit.
|
||||||
|
- **Decode without the drafter**: 48.0 tok/s (temp 0) / 47.8 (deployed
|
||||||
|
recipe temp 1.0). `draft_n` absent from `timings` (no drafter). The MTP
|
||||||
|
era's 58.9–66.9 tok/s is the honest price of the second context:
|
||||||
|
−18–28 %.
|
||||||
|
- **Vision**: 512×512 solid-red PNG → `Red` again on this shape.
|
||||||
|
- Deploy: commit 812d9eb, e2e gate 33/33 green on the live fleet.
|
||||||
|
|
||||||
|
## Measured: the 2 × 131,072 draft-mtp boot (2026-10-06 evening, live)
|
||||||
|
|
||||||
|
- **Boot ledger**: `creating MTP draft context against the target model
|
||||||
|
'…/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-RCO-IQ3_XXS.gguf'`,
|
||||||
|
`loaded multimodal model, '…/Swift15-UncIQ3XXS/mmproj-BF16.gguf'`,
|
||||||
|
`n_slots = 2, n_ctx_slot = 131072` — every expected line, no q8→f16
|
||||||
|
fallback.
|
||||||
|
- **VRAM: 23,636 used / 489 MiB free** (nvidia-smi `free` field) — the
|
||||||
|
draft ctx measured ~2.4 GiB, ~6× the ~0.4 GiB the one-slot era
|
||||||
|
assumed; the lighter quant (−1.56 GiB) plus the morning's no-spec base
|
||||||
|
still fund both slots. After a 512×512 image probe: 489 MiB — the vision
|
||||||
|
transient (34 MiB) fits and recovers.
|
||||||
|
- **Decode + MTP acceptance** (draft counts from the live `timings`,
|
||||||
|
512-token essay): temp 0 → **72.9 tok/s**, 333/534 accepted (62.4 %);
|
||||||
|
deployed recipe (temp 1.0/top_p 0.95/top_k 20) → **63.3 tok/s**,
|
||||||
|
305/612 (49.8 %). e2e traffic in the boot window read 0.52–0.67
|
||||||
|
acceptance. Against the no-spec shape (48.0 tok/s): **+31 % at the
|
||||||
|
recipe temp** — the drafter earned its 2.4 GiB.
|
||||||
|
- **Vision**: 512×512 solid-red PNG → `Red` at a 128-token budget (64
|
||||||
|
tokens: all thinking, empty content). `prompt_tokens: 321` confirms the
|
||||||
|
image part reached the model.
|
||||||
|
- **Prompt cache**: `cached_tokens: 317` of 321 on the second probe — the
|
||||||
|
slot prefix cache is live.
|
||||||
|
- Deploy: commit da36fa3, e2e gate 33/33 green on the live fleet.
|
||||||
|
|
||||||
|
## Client contract
|
||||||
|
|
||||||
|
- Reasoning in `reasoning_content` (`--reasoning-format deepseek`);
|
||||||
|
thinking tokens COUNT against `max_tokens`. **This payload thinks more
|
||||||
|
than the censored Swift 1.5** (uncensored finetune) — short `max_tokens`
|
||||||
|
budgets can be eaten entirely by thinking (`finish_reason: length`,
|
||||||
|
empty content); the 32,768 `maxTokens` in models.yml is comfortably
|
||||||
|
above.
|
||||||
|
- The embedded chat template gates `reasoning_effort` to
|
||||||
|
`{xhigh, medium, low}` — anything else is a raise/HTTP 500, so
|
||||||
|
`models.yml` `compat.reasoningEffortMap` folds the harness levels onto
|
||||||
|
that set (mandatory, same as every Qwen3.8-template endpoint).
|
||||||
|
- Sampling rides the wire (`extraBody`): the publisher recipe temp 1.0 /
|
||||||
|
top_p 0.95 / top_k 20 / min_p 0 (evaluated at ctx 131,072).
|
||||||
|
- The RCO-IQ3_XXS tier is a **per-tensor allocation mix** (IQ3_S 97 /
|
||||||
|
BF16 96 / IQ3_XXS 83 / IQ2_S 72 / IQ4_XS 33 / IQ2_XS 32 / IQ2_XXS 30 /
|
||||||
|
Q2_K 28 / Q4_K 19 / Q6_K 8 / IQ1_S 4 / IQ1_M 4) — all stock quant types;
|
||||||
|
stock llama.cpp loads it. Publisher KLD vs Swift BF16: mean 0.002631,
|
||||||
|
90th 0.042136, max 34.49 — RCO is the publisher's "more experimental"
|
||||||
|
family.
|
||||||
|
|
||||||
|
## Rollback
|
||||||
|
|
||||||
|
The 2 × 131,072 no-spec IQ3_S-mtp shape is ONE commit away — revert
|
||||||
|
da36fa3 and redeploy: the env trio then ships `SPEC_TYPE=none`,
|
||||||
|
`CTX_SIZE=262144`, `PARALLEL=2`, `UBATCH_SIZE=512` against
|
||||||
|
`/home/dank/models/Swift15-IQ3S/` (the IQ3_S-mtp payload, still on disk,
|
||||||
|
measured 48.0 tok/s no-spec). The 1 × 131,072 MTP shape is two reverts
|
||||||
|
back (812d9eb's parent): the same IQ3_S-mtp file with
|
||||||
|
`SPEC_TYPE=draft-mtp`, `UBATCH_SIZE=1024`, `CTX_SIZE=131072`, `PARALLEL=1`
|
||||||
|
(measured 58.9–66.9 tok/s with the head drafting).
|
||||||
|
|
||||||
|
Three payloads on disk, all fetchable by the same script's git-history
|
||||||
|
recipes:
|
||||||
|
|
||||||
|
1. **Swift-1.5 IQ3_S-mtp** — the payload live until this cutover:
|
||||||
|
`/home/dank/models/Swift15-IQ3S/`; the IQ3_XXS swap above.
|
||||||
|
2. **MiMo-V2.6 Q6_K 2×200,704 f16 KV** — the payload that was LIVE until
|
||||||
|
the 2026-10-05 cutover: `/home/dank/models/MiMo-Q6K/`; revert
|
||||||
|
[[frank-small-llama-mimo-q6k-2x200704]] (env trio at commit e5893dc or
|
||||||
|
380aafa's parent), one `MODEL_FILE` + shape edit.
|
||||||
|
3. **Ornith-1.5-9B Q8_0** — the committed-but-never-deployed swap:
|
||||||
|
`/home/dank/models/Ornith-Q8/`; revert to 380aafa's tree (ONE native
|
||||||
|
262,144 slot, f16/f16 KV).
|
||||||
|
|
||||||
|
## Trail
|
||||||
|
|
||||||
|
- The Ornith-1.5-9B Q8_0 swap (77decb5 → 380aafa, earlier 2026-10-05) was
|
||||||
|
committed and pushed but its deploy never completed (blocked at the
|
||||||
|
whole-tree docs gate); the live service was still MiMo Q6_K when Swift
|
||||||
|
cut over. Both Ornith payloads were verified on disk before Swift.
|
||||||
|
- Swift header facts (block_count 65, interval 4, KV geometry, nextn) were
|
||||||
|
read from the Hub file by HTTP range + struct parse — no download needed
|
||||||
|
— before the payload was fetched.
|
||||||
|
- Cutover 2026-10-05 ~23:26: the radiance-cutover session (parallel)
|
||||||
|
label-committed both sets at Frank's direction — 1919ad7 (frank-primary
|
||||||
|
radiance) then baf33d0 (this swap: trio, seam, runbooks, fleet docs).
|
||||||
|
Deploy ran `deploy.sh dankclaw --service frank-small`; the service
|
||||||
|
dispatch and health gate went green; the first e2e run failed ONE spec
|
||||||
|
(12-crawl, `net::ERR_ABORTED` on `www.franksdank.cloud` — a transient,
|
||||||
|
unrelated to frank-small), green on rerun.
|
||||||
|
- The unit's `Description=` (MiMo era) was stale at cutover time and was
|
||||||
|
updated in-repo afterward — the relinked unit picks it up at the next
|
||||||
|
deploy/restart, not retroactively.
|
||||||
|
- 2026-10-06 (Frank): drop MTP, skip ngram, ubatch 512, TWO 128k contexts
|
||||||
|
(812d9eb). The tight fit landed: 1,397 MiB free, vision `Red`, decode
|
||||||
|
48.0 t/s no-spec. Model of the trade: the drafter's ~0.4 GiB + ubatch
|
||||||
|
~0.3 GiB bought the second 4,352 MiB KV slot.
|
||||||
|
- 2026-10-06 (Frank, evening): swap to the UNCELERSED Swift-1.5 at
|
||||||
|
RCO-IQ3_XXS, MTP back on (da36fa3). The lighter quant (−1.56 GiB) funds
|
||||||
|
the draft ctx (~2.4 GiB measured — the drafter's KV scales with the
|
||||||
|
target's full 262,144 context, not the 3-token proposal depth) plus the
|
||||||
|
second 131,072 slot: 489 MiB free, vision `Red` at a 128-token budget,
|
||||||
|
decode 63.3 t/s recipe / 72.9 temp 0 (48.0 no-spec).
|
||||||
@@ -15,11 +15,12 @@ ghcr.io/peonist-ai/halogen @ pinned digest serving peonist-ai
|
|||||||
/halogen-qwen3.8-27b, a 33.4 GiB .hgn checkpoint that loads in no other
|
/halogen-qwen3.8-27b, a 33.4 GiB .hgn checkpoint that loads in no other
|
||||||
engine, DFlash2 spec decode, ONE slot at 200,700 ctx, text-only — vision
|
engine, DFlash2 spec decode, ONE slot at 200,700 ctx, text-only — vision
|
||||||
lives on frank-small)** and
|
lives on frank-small)** and
|
||||||
**llama.cpp CUDA (frank-small, port 7771: ukisai Swift-1.5-Qwen3.8-27B
|
**llama.cpp CUDA (frank-small, port 7771: ajgazin Swift-1.5-Qwen3.8-27B
|
||||||
GSQ-RCO IQ3_S-mtp GGUF — 27B (head present, NOT drafted), TWO 131,072
|
Uncensored Dynamic-MTP RCO-IQ3_XXS GGUF — 27B (the MTP head in the file
|
||||||
conversations at Frank's 128k cap (tight fit, spec off since 2026-10-06),
|
IS drafted, draft-mtp depth 3), TWO 131,072 conversations at Frank's
|
||||||
q8_0 K + q8_0 V (FP8 class), vision via the base-model projector, on the
|
128k cap (the tightest fit in the endpoint's history — 489 MiB free),
|
||||||
RTX 3090)**.
|
q8_0 K + q8_0 V (FP8 class), vision via the publisher's own BF16
|
||||||
|
mmproj, on the RTX 3090)**.
|
||||||
|
|
||||||
> 2026-08-22: the former `vllmScripts` repository is merged into the
|
> 2026-08-22: the former `vllmScripts` repository is merged into the
|
||||||
> serverAppConfigs repository. This knowledge base moved from the old repo's
|
> serverAppConfigs repository. This knowledge base moved from the old repo's
|
||||||
@@ -50,8 +51,8 @@ frank-large, port 7770]
|
|||||||
1 x 200700 ctx, d2 KV, text-only]
|
1 x 200700 ctx, d2 KV, text-only]
|
||||||
G[llama.cpp master CUDA sm_86
|
G[llama.cpp master CUDA sm_86
|
||||||
frank-small, port 7771]
|
frank-small, port 7771]
|
||||||
H[Swift-1.5-27B GSQ-RCO IQ3_S-mtp GGUF
|
H[Swift-1.5-27B Uncensored RCO-IQ3_XXS-mtp GGUF
|
||||||
1 x 131072 ctx, q8_0 K + q8_0 V, draft-mtp depth 3, mmproj vision]
|
2 x 131072 ctx, q8_0 K + q8_0 V, draft-mtp depth 3, mmproj vision]
|
||||||
E2 --> E --> F
|
E2 --> E --> F
|
||||||
E2 --> G --> H
|
E2 --> G --> H
|
||||||
end
|
end
|
||||||
@@ -94,23 +95,23 @@ frank-small, port 7771]
|
|||||||
on this topology — the default tile stands. The deep harness roles
|
on this topology — the default tile stands. The deep harness roles
|
||||||
(`slow`, `advisor`) rerouted to frank-primary; frank-large keeps
|
(`slow`, `advisor`) rerouted to frank-primary; frank-large keeps
|
||||||
OpenWebUI and shallow callers.
|
OpenWebUI and shallow callers.
|
||||||
- [[frank-small-llama-swift15-iq3s-mtp-131072]] — **ACTIVE since 2026-10-05
|
- [[frank-small-llama-swift15-unc-iq3xxs-mtp-131072]] — **ACTIVE since
|
||||||
(evening); 2 × 131,072 no-spec since 2026-10-06** (root systemd unit,
|
2026-10-05 (evening); UNCECERSED RCO-IQ3_XXS with MTP back on since
|
||||||
port 7771): llama.cpp master (CUDA sm_86) serving ukisai/Swift-1.5-
|
2026-10-06 evening** (root systemd unit, port 7771): llama.cpp master
|
||||||
Qwen3.8-27B-GSQ-RCO-GGUF **IQ3_S-mtp** (27B; the -mtp file's head is
|
(CUDA sm_86) serving ajgazin/Swift-1.5-Qwen3.8-27B-Uncensored-Dynamic-MTP-
|
||||||
present but NOT drafted — speculation OFF by Frank's order, ngram skipped
|
GGUF **RCO-IQ3_XXS-mtp** (27B; the MTP head in the file is DRAFTED —
|
||||||
on the recurrent-rollback law) on the RTX 3090, TWO 131,072-token
|
draft-mtp depth 3, ngram skipped on the recurrent-rollback law) on the
|
||||||
conversations at Frank's 128k cap (pool 262144 / parallel 2 — the tight
|
RTX 3090, TWO 131,072-token conversations at Frank's 128k cap (pool
|
||||||
fit he ordered: **1,397 MiB measured free**, the 2-3 GiB floor knowingly
|
262144 / parallel 2 — the tightest fit in the endpoint's history:
|
||||||
violated) with q8_0 K + q8_0 V (FP8 class, 34 KiB/token vs 64 at f16),
|
**489 MiB measured free**, the 2-3 GiB floor knowingly violated) with
|
||||||
ubatch 512, and vision via unsloth's mmproj-Qwen3.8-27B-F16.gguf — no
|
q8_0 K + q8_0 V (FP8 class, 34 KiB/token vs 64 at f16), ubatch 512, and
|
||||||
Swift projector ships, and the base vision stack was hash-proven
|
vision through the publisher's own mmproj-BF16.gguf. Decode 63.3 t/s
|
||||||
byte-identical to Swift's (6/6 tensors). Decode 48.0 t/s without the
|
recipe / 72.9 temp 0 (MTP acceptance 49.8–62.4 %; 48.0 no-spec). The
|
||||||
drafter (MTP measured 58.9–66.9; references kept in frank-small.env).
|
RCO-IQ3_XXS tier is a per-tensor allocation mix of stock types; the
|
||||||
The GSQ-RCO "IQ3_S" tier is a per-tensor allocation mix of stock types.
|
payload is the UNCECERSED Swift 1.5 (23/100 refusals vs Swift 1.5's
|
||||||
Replaces BOTH same-day payloads: the live MiMo Q6_K shape (below) and
|
98/100). Replaces BOTH same-day payloads: the live MiMo Q6_K shape
|
||||||
the Ornith-1.5-9B Q8_0 swap that was committed (77decb5..380aafa) but
|
(below) and the Ornith-1.5-9B Q8_0 swap that was committed
|
||||||
never deployed
|
(77decb5..380aafa) but never deployed
|
||||||
- [[frank-small-llama-mimo-q6k-2x200704]] — **RETIRED 2026-10-05 (evening;
|
- [[frank-small-llama-mimo-q6k-2x200704]] — **RETIRED 2026-10-05 (evening;
|
||||||
rollback target; payload on disk)**: llama.cpp master (CUDA sm_86)
|
rollback target; payload on disk)**: llama.cpp master (CUDA sm_86)
|
||||||
serving bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF **Q6_K**, TWO slots of
|
serving bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF **Q6_K**, TWO slots of
|
||||||
|
|||||||
@@ -369,14 +369,14 @@ The LLM inference fleet on the two hosts. Full index:
|
|||||||
- [[ciru-activefpx-promptforge]] — the RETIRED v3 CIRU PromptForge runtime on Dankclaw (superseded 2026-08-24)
|
- [[ciru-activefpx-promptforge]] — the RETIRED v3 CIRU PromptForge runtime on Dankclaw (superseded 2026-08-24)
|
||||||
- [[kingjones-strix-mtp]] — the kingjones Qwen3.8-27B ROCmFP4 STRIX MTP model on Dankclaw (active)
|
- [[kingjones-strix-mtp]] — the kingjones Qwen3.8-27B ROCmFP4 STRIX MTP model on Dankclaw (active)
|
||||||
- [[dealign-ornith-crack]] — the retired Ornith-1.5-35B-A3B CRACK model on Dankserver (retired 2026-09-02)
|
- [[dealign-ornith-crack]] — the retired Ornith-1.5-35B-A3B CRACK model on Dankserver (retired 2026-09-02)
|
||||||
- [[frank-small-llama-swift15-iq3s-mtp-131072]] — the ACTIVE frank-small
|
- [[frank-small-llama-swift15-unc-iq3xxs-mtp-131072]] — the ACTIVE
|
||||||
runbook since 2026-10-05 (evening; **2 × 131,072 no-spec since
|
frank-small runbook since 2026-10-05 (evening; **UNCECERSED RCO-IQ3_XXS
|
||||||
2026-10-06**): llama.cpp master (CUDA sm_86) serving ukisai's
|
with MTP back on since 2026-10-06 evening**): llama.cpp master (CUDA
|
||||||
Swift-1.5-Qwen3.8-27B GSQ-RCO IQ3_S (the -mtp file's head present but NOT
|
sm_86) serving ajgazin's Swift-1.5-Qwen3.8-27B Uncensored RCO-IQ3_XXS
|
||||||
drafted — speculation off) on the RTX 3090 — TWO 131,072-token
|
(the MTP head in the file is drafted) on the RTX 3090 — TWO
|
||||||
conversations at Frank's 128k cap, the tight fit he ordered (1,397 MiB
|
131,072-token conversations at Frank's 128k cap, the tightest fit in
|
||||||
measured free), q8_0 K + q8_0 V, vision through the base-model
|
the endpoint's history (489 MiB measured free), q8_0 K + q8_0 V, vision
|
||||||
projector, ~48 t/s without the drafter
|
through the publisher's own projector, ~63 t/s recipe decode with MTP
|
||||||
- [[frank-small-llama-mimo-q6k-2x200704]] — RETIRED 2026-10-05 (evening,
|
- [[frank-small-llama-mimo-q6k-2x200704]] — RETIRED 2026-10-05 (evening,
|
||||||
superseded by swift15): llama.cpp master serving
|
superseded by swift15): llama.cpp master serving
|
||||||
bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF **Q6_K** — TWO conversations at
|
bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF **Q6_K** — TWO conversations at
|
||||||
|
|||||||
Reference in New Issue
Block a user