Commit Graph
7 Commits
Author SHA1 Message Date
Frank 6efb0fb231 feat: replace llama.cpp Tiel-Coder with FreeToken v0.1.2 serving Qwen3.6-35B-A3B-FP8
Replace the llama.cpp Tiel-Coder-35B-A3B (UD-Q6_K_XL) deployment with
FreeToken v0.1.2 — an edge-native MoE serving engine that keeps expert
weights in host RAM with an LRU GPU cache and paged KV with radix prefix
sharing.

Model: Qwen/Qwen3.6-35B-A3B-FP8 (modelopt block-fp8, 128×128 weight_block_size).
Architecture: qwen3_5_moe — 40 layers (10 attention + 30 GDN), 256 experts/8 used.

Production config:
- 2048 MoE cache slots (20% of 10240 expert instances, ~6.0 GiB VRAM)
- 453005 KV tokens (~8.6 GiB, ~20 KiB/token for 10 attn layers)
- 4 max-running-requests (mamba slot pool: 24 slots)
- bs4 decode: ~87 tok/s aggregate, ~30 tok/s bs1
- Prefill: ~1,130 tok/s at 4k prompt

Quirk: FreeToken v0.1.2 supports modelopt block-fp8, NVFP4, and per-tensor
FP8, but NOT compressed-tensors per-channel FP8 (Huihui/Ornith both failed).
Live KV resize via ft ctl cache grows KV by shrinking MoE; reverse needs restart.

Old llama.cpp scripts archived to .AGENTTRASH/.
Full benchmark sweep (bs1/bs3/bs4/bs6, 8k–700k KV) documented in
docs/LLM/freetoken-benchmark-sweep.md.
2026-08-27 02:01:16 -07:00
Frank 215d74f6ce feat: swap both LLM services + remove config-assertion tests
Dankserver (frank-default-small):
- Stock llama.cpp (latest master, CUDA build) replaces ik_llama.cpp
- Model: peculiar-ragdoll/Tiel-Coder-35B-A3B UD-Q6_K_XL (30 GB)
  Architecture: qwen35moe, 40 layers (10 attn + 30 SSM), 256 experts/8 used
- CTX_SIZE=200700 (66900/slot × 3 parallel), Q8_0 KV (~2 GB cache buffer)
- --cpu-moe for expert offload, -ngl 999 (non-expert on GPU)
- mmap enabled; removed ik_llama-specific flags

Dankclaw (frank-default-large):
- ROCmFPX fork with PR #27742 (qwen4exp arch) merged and built
  at /home/dank/GitPackages/ROCmFPX/build-qwen38
- Model: kingjones777/Qwen3.8-Flash-Next-ROCmFP4-STRIX_LEAN (98.5 GiB)
  Architecture: qwen4exp, 48 layers (12 attn + 36 SSM), 512 experts/10 used
  QSA indexer, hyper-connections, PLE, Q4_0_ROCMFP4 quant
- CTX_SIZE=131072 (128k) × 1 parallel, f16 KV
- --fit off (auto-fit segfaults on qwen4exp hyper-connection config)
- Removed MTP draft, mmproj; kept Qwen-Sharp chat template + reasoning

Tests:
- Removed tests/frank_small_config.bats and tests/frank_large_config.bats
  (moved to .AGENTTRASH/). These were config-assertion tests that checked
  'is variable X set to Y' rather than testing the serve script's actual
  behavior. All 199 remaining tests pass.
- Updated test-changed.sh mappings and changed_tests.bats to reflect the
  removal.
2026-08-26 20:37:46 -07:00
Frank cd14d7bf68 Use ngram-mod and prioritize attention experts 2026-08-25 01:40:06 -07:00
Frank af6ffeeb64 Switch frank-default-small to Ornith Q6_K 2026-08-25 00:29:14 -07:00
Frank 4462aa992c Swap LLM fleet to Ornith CRACK (small) and kingjones ROCmFP4 STRIX MTP (large); apply Qwen-Sharp chat template
- frank-default-small (Dankserver): Ornith-1.5-35B-A3B-CRACK Q8_0, bundled
  native draft-mtp (n_max 4), MoE expert FFN tensors pinned to CPU via an
  explicit --override-tensor \.ffn_(up|down|gate|gate_up)_(ch|)exps=CPU
  (replaces --n-cpu-moe), Qwen-Sharp chat template.
- frank-default-large (Dankclaw): kingjones Qwen3.8-27B-Uncensored-Q6_0
  ROCmFP4 AGENT dense GGUF, standalone mtp-Qwen3.8-27B-Q4_0 draft head
  (--model-draft, draft-mtp n_max 4), Qwen-Sharp chat template. Drop the
  retired PromptForge .pfs sidecar lanes.
- Track scripts/chat-template.jinja (v22.4.0 Sharp) and apply via
  --chat-template-file on both services.
- Docs: new kingjones-strix-mtp and dealign-ornith-crack runbook pages;
  update index, deployment, and both system specs; models.json names.

Smoke-tested both models on the real hardware on scratch ports before
commit: model loads, MTP draft attaches, Sharp template applies, chat
completion returns.
2026-08-24 21:35:11 -07:00
Frank 0461988884 scripts: unified deploy.sh; units + bench point at the merged checkout
deploy.sh now deploys both workloads per target in one run:
push -> pull on /home/dank/serverAppConfigs -> podman stack steps
(dankclaw) -> LLM unit relink + daemon-reload + service restart ->
homepage health + LLM health (up to 20 min model-load wait).
Sudo: plain sudo on the fleet hosts (passwordless verified
2026-08-22); FRANK_SUDO_PW covers headless runs elsewhere. The
vllmScripts deploy.sh is superseded.

Units: frank-default-{small,large,npu}.service now reference
/home/dank/serverAppConfigs/scripts/... (the merged checkout).
bench-spec-stack.sh: env file path updated to the merged checkout.
2026-08-22 15:50:39 -07:00
Frank aa410f4439 Reorganize: llm/scripts -> scripts (LLM serve scripts, units, env tunables)
The LLM fleet serve scripts, systemd units, env tunables, and bench
harnesses join the deploy scripts. The vllmScripts deploy.sh is
removed here; its functionality is folded into the unified
scripts/deploy.sh in a follow-up commit.

bench-spec-stack.sh gains the executable bit (required by the
scripts_syntax test seam).
2026-08-22 15:07:31 -07:00