dankclaw: replace vLLM with CIRU ROCmFPX llama.cpp runtime
Retire the vLLM service (frank-default-small, port 52625) on Dankclaw and serve jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge through the CIRU ROCmFPX llama.cpp runtime instead. - Build llama-server from ciru-ai/ROCmFPX tag qwen3.8-activefpx-promptforge-v2.3 (commit 103af8b41) against the private TheRock ROCm 7.15 SDK in the retired ling3-ciru venv. The model card requires ROCm 7.15 for the advertised Strix Halo performance; the system ROCm 7.2.4 selects slower kernels. CK pinned at fdf4bb7fcc984811cef48ce817d89aac064b984a; generated ck/config.h + ck/version.h copied into the CK source tree so the ggml-hip build can include them. LLAMA_BUILD_WEBUI=OFF (HF bucket llama-ui returns 404; server is consumed via the OpenAI API). - New scripts/serve-frank-small.sh + frank-default-small.env: 64K ctx, one slot, f16 KV, context checkpoints, prompt cache, native depth-4 MTP on ROCm0, PromptForge DualView sidecars (FFN + GDN), temp 0.7 top-p 0.95, reasoning off. LD_LIBRARY_PATH puts the 7.15 SDK libs before any system ROCm. - Update the systemd unit description (same service name and port). - deploy.sh: update the dankclaw target comment. - Docs: new docs/ciru-activefpx-promptforge.md with the build runbook; update docs/index.md and AGENTS.md topology. - The vLLM venvs (vllm-venv, vllm-vk-venv) were moved to /home/dank/.AGENTTRASH/ on the target; the vllm-vulkan plugin and docs were removed from the repo in an earlier commit.
This commit is contained in:
Frank
@@ -3,16 +3,18 @@
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## Overview
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This project manages deployment scripts for the LLM inference fleet on two
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local machines. Topology (2026-08-17 redo):
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local machines. Topology (2026-08-18):
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| Target | Host | Runtime | Service | Model | Port |
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|--------|------|---------|---------|-------|------|
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| Dankserver | dank@dankserver | llama.cpp (patched FastMTP build) | frank-default-large | HauhauCS Qwen3.8-27B-Uncensored-Aggressive IQ4_XS + FastMTP 32K draft + ngram-mod | 7770 |
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| Dankclaw | dank@dankclaw | vLLM (ROCm, /home/dank/vllm-venv) | frank-default-small | nameistoken Qwen3.6-35B-A3B Quark W8A8 INT8, ngram spec, tool calling | 52625 |
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| Dankclaw | dank@dankclaw | CIRU ROCmFPX llama.cpp (ROCm 7.15 SDK in the ling3-ciru venv) | frank-default-small | jcbtc Qwen3.8-27B-CIRU-ActiveFPX-PromptForge v2, native MTP, PromptForge DualView | 52625 |
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The 2026-08-17 redo retired the pipeline-parallel split and the FastFlowLM
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NPU endpoint. The RTX 3090 now runs the whole 27B model standalone
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(no RPC worker). Dankclaw runs vLLM on the Strix Halo iGPU (gfx1151).
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NPU endpoint. The RTX 3090 runs the whole 27B model standalone
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(no RPC worker). The 2026-08-18 swap retired the vLLM service on Dankclaw;
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frank-default-small now runs the CIRU ROCmFPX llama.cpp runtime on the
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Strix Halo iGPU (gfx1151). See docs/ciru-activefpx-promptforge.md.
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The old scripts live in `old/scripts/` for reference; they describe the
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retired PP topology.
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@@ -60,7 +62,7 @@ Use `scripts/deploy.sh` to deploy committed changes to a target. It pushes `main
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```
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FRANK_SUDO_PW=... ./scripts/deploy.sh dankserver # llama.cpp FastMTP, port 7770
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FRANK_SUDO_PW=... ./scripts/deploy.sh dankclaw # vLLM, port 52625
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FRANK_SUDO_PW=... ./scripts/deploy.sh dankclaw # CIRU llama.cpp, port 52625
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./scripts/deploy.sh dankserver --dry-run # preview without changes
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```
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@@ -96,37 +98,27 @@ back to a slow path and prefill collapses ~12x (measured 2026-08-17: 95 t/s
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vs 1300+ t/s at an 8K prompt on the 3090). See the HauhauCS HF repo README
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for the base recipe.
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### vLLM ROCm install (Dankclaw)
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### CIRU ROCmFPX llama.cpp (Dankclaw)
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vLLM runs from `/home/dank/vllm-venv` (Python 3.12). Install recipe:
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The CIRU llama-server serves `jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge`
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from `/home/dank/ciru-qwen38/ROCmFPX/build-promptforge/bin/llama-server`.
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The runtime is the ciru-ai/ROCmFPX tag `qwen3.8-activefpx-promptforge-v2.3`
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(commit `103af8b41`) built against the private TheRock ROCm 7.15 SDK kept
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in the retired ling3-ciru venv
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(`.venv/lib/python3.12/site-packages/_rocm_sdk_*`). The model card requires
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ROCm 7.15 for the advertised Strix Halo performance; the system ROCm 7.2.4
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selects slower kernels. The serve script exports the 7.15 SDK libraries
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first in `LD_LIBRARY_PATH`.
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```
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uv venv --python /usr/bin/python3.12 /home/dank/vllm-venv
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uv pip install --python /home/dank/vllm-venv vllm --torch-backend=auto
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```
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The model files (v2 GGUF + FFN.pfs + GDN.pfs, ~34.9 GiB) live in
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`/home/dank/models/CIRU-Qwen3.8-27B-ActiveFPX/`. The full build runbook is
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in docs/ciru-activefpx-promptforge.md. The retired vLLM venvs
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(`/home/dank/vllm-venv`, `/home/dank/vllm-vk-venv`) were moved to
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`/home/dank/.AGENTTRASH/` on 2026-08-18.
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`--torch-backend=auto` resolves the AMD ROCm wheel set (torch +
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amd-torch-device-gfx1151 + the vllm rocm variant) from the AMD index.
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The model cache is the default HF cache
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(`/home/dank/.cache/huggingface`); the HF token lives at
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`~/.cache/huggingface/token`. The retired CIRU package
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(`/home/dank/ling3-ciru`) documents a source-build fallback for gfx1151.
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**ROCm flash-attention requirement:** the vision encoder needs the Triton
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flash-attention path. Set `FLASH_ATTENTION_TRITON_AMD_ENABLE=TRUE` (in
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`frank-default-small.env`) and keep the pure-Python `flash_attn` package
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(copied from the CIRU venv) plus a `flash_attn_2_cuda` stub in the venv so
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`flash_attn.flash_attn_triton_amd` is findable. Without it the mm encoder
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falls back to torch SDPA and engine init OOMs (256 GiB score matrix).
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**Tool calling (frank-default-small):** the server runs
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`--enable-auto-tool-choice --tool-call-parser qwen3_xml` with a custom
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chat template (`/home/dank/models/qwen36-chat_template-tools.jinja`).
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The template adds a concrete worked tool-call example and defaults tool
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requests to non-thinking (Qwen3 tool calls only work reliably with
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thinking off; normal requests keep thinking). The Avesed INT8 quant
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emitted malformed Qwen3 XML tool calls; the Quark W8A8 model follows the
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format cleanly.
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**Env var naming rule still applies:** the HIP runtime reads `TEMP`, `HOST`,
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and `GPU_MAX_HEAP_SIZE`. The serve script passes `--host`/`--port`/`--temp`
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as CLI flags only.
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### Env var naming rule — HIP runtime collision
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@@ -171,7 +163,7 @@ graph TD
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- `sudo` on both boxes needs a tty. Remote sudo steps fail non-interactively. Use `echo '<password>' | sudo -S <command>`.
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- Never run `pkill -f` with a pattern that appears in your own command line. It kills your ssh session. Use `pkill -x <exact-name>`.
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- Model load is slow: Dankserver ~5 minutes cold (15.7 GB IQ4_XS through RAM, `--no-mmap`); Dankclaw vLLM ~5-10 minutes (38 GB checkpoint). Health returns 503 while loading. Do not kill the process. `deploy.sh` waits up to 10 minutes on Dankserver and 20 minutes on Dankclaw (see `HEALTH_WAIT`).
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- Model load is slow: Dankserver ~5 minutes cold (15.7 GB IQ4_XS through RAM, `--no-mmap`); Dankclaw CIRU ~5-10 minutes (34.9 GiB ActiveFPX payload). Health returns 503 while loading. Do not kill the process. `deploy.sh` waits up to 10 minutes on Dankserver and 20 minutes on Dankclaw (see `HEALTH_WAIT`).
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- A client abort and a server release look different in the journal. A client abort logs `W srv stop: cancel task, id_task = N`. A natural stop (EOS or limit) logs only `slot release` with `truncated = 0`. The server never preempts a running generation; when all slots are busy, new tasks defer into a queue. See the 2026-08-13 incident in [docs/deployment.md](docs/deployment.md).
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- Retired hardware history: the Dankserver 35B cuBLAS crash and the DFlash premature-EOS bug are historical; see [docs/dankserver-vram-growth.md](docs/dankserver-vram-growth.md) and [docs/qwen3.8-spec-matrix.md](docs/qwen3.8-spec-matrix.md). The FastFlowLM NPU endpoint is retired; see [docs/FastFlowLM NPU Inference.md](docs/FastFlowLM%20NPU%20Inference.md).
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@@ -0,0 +1,167 @@
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---
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type: reference
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title: CIRU ActiveFPX PromptForge on Dankclaw
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description: jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge served by the CIRU ROCmFPX llama.cpp runtime on the Strix Halo iGPU. Install runbook, ROCm 7.15 toolchain, and the frank-default-small service.
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tags:
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- llama.cpp
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- rocm
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- dankclaw
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- gfx1151
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- ciru
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- promptforge
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timestamp: 2026-08-18
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---
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# CIRU ActiveFPX PromptForge on Dankclaw
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`frank-default-small` (port 52625) now serves
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`jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge` through the CIRU ROCmFPX
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llama.cpp runtime. This replaced the retired vLLM service that previously
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occupied the slot.
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## What This Is
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The model is a **GGUF**, not a vLLM checkpoint. It is the quality-and-speed
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release of Qwen3.8-27B for AMD ROCm. CIRU DualView keeps a compact ActiveFPX
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GGUF for generation and load optional PromptForge companion views to
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accelerate large prompts. The model carries native depth-4 multi-token
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prediction (MTP).
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| Artifact | Size |
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|----------|------|
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| `Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-v2.gguf` | 15.19 GiB |
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| `Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-FFN.pfs` | 15.95 GiB |
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| `Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-GDN.pfs` | 3.75 GiB |
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| Three-file payload | ~34.89 GiB |
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The two `.pfs` companions are optional. Omit them to run the GGUF alone and
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save ~19.7 GiB of memory. The GGUF remains independently usable.
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## Requirements
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- **ROCm 7.15 is required** for the advertised Strix Halo performance.
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The system ROCm (`/opt/rocm-7.2.4`) selects slower or fallback kernels.
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- The pinned runtime is `ciru-ai/ROCmFPX` tag
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`qwen3.8-activefpx-promptforge-v2.3` (commit `103af8b41`).
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- Composable Kernel at `fdf4bb7fcc984811cef48ce817d89aac064b984a`.
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- Validated GPU: AMD Radeon 8060S / gfx1151.
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## ROCm 7.15 Toolchain
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The retired `ling3-ciru` package left a complete TheRock ROCm 7.15 SDK
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(`7.15.0a20260728`) inside its venv:
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```
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/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/
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_rocm_sdk_devel/ # hipcc, amdclang 23, cmake, headers
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_rocm_sdk_libraries/ # hipblas, hipblaslt, rocroller
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_rocm_sdk_core/ # libamdhip64, libhsa-runtime64
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rocm-sdk-device-gfx1151
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```
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The compiler is amdclang 23. `rocm-sdk version` reports `7.15.0a20260728`.
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The binary is built against and run with these 7.15 libraries.
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## Build Runbook (2026-08-18)
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Performed on Dankclaw:
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1. Install host build tools (ninja-build was missing): `sudo apt install ninja-build`.
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2. Clone the runtime and CK at their pinned revisions:
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```
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git clone --depth 1 --branch qwen3.8-activefpx-promptforge-v2.3 \
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https://github.com/ciru-ai/ROCmFPX.git
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git clone --depth 1 https://github.com/ROCm/composable_kernel.git
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git -C composable_kernel checkout fdf4bb7fcc984811cef48ce817d89aac064b984a
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```
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3. CK headers are generated at CK configure time (`ck/config.h`,
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`ck/version.h`). The llama.cpp build includes the CK source tree, so run
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CK's configure once and copy the headers into `include/ck/`:
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```
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cmake -S composable_kernel -B build-ck -DAMDGPU_TARGETS=gfx1151 -DCK_ENABLE_WMMA=ON
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cp build-ck/include/ck/config.h build-ck/include/ck/version.h composable_kernel/include/ck/
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```
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4. Configure the llama.cpp build against the venv ROCm 7.15 SDK:
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```
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export ROCM_PATH=$SDK/_rocm_sdk_devel
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cmake -S ROCmFPX -B build-promptforge -G Ninja \
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-DCMAKE_BUILD_TYPE=Release \
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-DCMAKE_C_COMPILER=$ROCM_PATH/llvm/bin/clang \
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-DCMAKE_CXX_COMPILER=$ROCM_PATH/llvm/bin/clang++ \
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-DCMAKE_HIP_COMPILER=$ROCM_PATH/llvm/bin/clang++ \
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-DCMAKE_PREFIX_PATH=$ROCM_PATH \
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-DGGML_HIP=ON -DGGML_CUDA=OFF -DGGML_VULKAN=OFF \
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-DGGML_HIP_FORCE_MMQ=ON -DGGML_HIP_GRAPHS=ON \
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-DGGML_HIP_MMQ_MFMA=ON -DGGML_HIP_NO_VMM=ON \
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-DGGML_HIP_ROCWMMA_FATTN=OFF -DGGML_NATIVE=ON \
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-DAMDGPU_TARGETS=gfx1151 -DGPU_BUILD_TARGETS=gfx1151 \
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-DPROMPTFORGE_CK_ROOT=$CK_ROOT \
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-DLLAMA_BUILD_SERVER=ON \
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-DLLAMA_BUILD_WEBUI=OFF
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cmake --build build-promptforge --target llama-server -j$(nproc)
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```
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`LLAMA_BUILD_WEBUI=OFF` is required. The embedded browser UI downloads
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assets from an HF bucket (`llama-ui`) that returns 404; the service is
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consumed through the OpenAI-compatible API, so the UI is not needed.
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Build output: `build-promptforge/bin/llama-server`.
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```mermaid
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graph TD
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A[Clone ROCmFPX v2.3 + CK pinned] --> B[Configure CK, copy generated headers]
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B --> C[Configure llama-server vs ROCm 7.15 SDK]
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C --> D[Build llama-server]
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D --> E[Verify --list-devices shows gfx1151]
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E --> F[Download v2 GGUF + FFN + GDN]
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F --> G[Deploy frank-default-small]
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G --> H[Health check + chat completion]
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```
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## Model Download
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Downloaded with the HF token to
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`/home/dank/models/CIRU-Qwen3.8-27B-ActiveFPX/`.
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## Service
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- Unit: `frank-default-small.service`, port 52625
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- Script: `scripts/serve-frank-small.sh`, env `scripts/frank-default-small.env`
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- The script exports the ROCm 7.15 SDK libraries in `LD_LIBRARY_PATH` before
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the system ROCm. `ROCM_PATH` points at the devel SDK.
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### Launch profile (from the model card)
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- 64K context, one slot, f16 KV, context checkpoints (32), prompt cache
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- Native MTP draft, depth 4, device ROCm0
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- `--temp 0.7 --top-p 0.95`, reasoning off
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- PromptForge env: `PROMPTFORGE_MODE=m2048_fused_tail1476`,
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`GGML_CUDA_GRAPH_OPT=0`, `LLAMA_MTP_CPU_ARGMAX_FASTPATH=1`
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### Required environment
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```
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export PROMPTFORGE_SIDECAR=...FFN.pfs
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export PROMPTFORGE_GDN_SIDECAR=...GDN.pfs
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export PROMPTFORGE_MODE=m2048_fused_tail1476
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export GGML_CUDA_GRAPH_OPT=0
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export LLAMA_MTP_CPU_ARGMAX_FASTPATH=1
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```
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The `p_min=0` MTP profile uses the CPU argmax fast path. This avoids ROCm's
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unsupported TOP_K operator.
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## Operational Notes
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- Health: `curl http://127.0.0.1:52625/health`. Returns 503 while loading.
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- Model load is slow (34.9 GiB payload); do not kill the process during
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warmup.
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- `deploy.sh dankclaw` waits 20 minutes for health.
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- The systemd unit must not set `HOST` or `TEMP` env vars (HIP collision
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rule). `--host`/`--port`/`--temp` are CLI flags only.
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## See Also
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- [[frank-redo-2026-08-17]] — the fleet topologies this slot has served.
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- [[Shared Memory Architecture Dankclaw]] — unified memory sizing.
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- [[qwen3.8-strix-optimizations]] — llama.cpp ROCm0 baselines on this iGPU.
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- [[VLLM Overview]] — vLLM reference (retired for this slot).
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+16
-10
@@ -1,8 +1,8 @@
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# vLLM Scripts — Knowledge Base
|
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Documentation for the LLM inference fleet on two local machines
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(2026-08-17 redo): llama.cpp FastMTP on Dankserver and vLLM ROCm on
|
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Dankclaw.
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(2026-08-18): llama.cpp FastMTP on Dankserver and CIRU ROCmFPX llama.cpp
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on Dankclaw.
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## Deployment Topology
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@@ -19,10 +19,10 @@ FastMTP 32K draft + ngram-mod, 128K ctx]
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subgraph Dankclaw[AMD Strix Halo - Ubuntu 26.04]
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D[gfx1151 iGPU unified memory]
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E[vLLM ROCm
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E[CIRU ROCmFPX llama.cpp
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frank-default-small, port 52625]
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F[nameistoken Qwen3.6-35B-A3B Quark W8A8 INT8
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full 262144 ctx, ngram spec + tools, 4 seqs]
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F[jcbtc Qwen3.8-27B-CIRU-ActiveFPX-PromptForge
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64K ctx, native MTP, PromptForge DualView]
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D --> E --> F
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end
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@@ -40,17 +40,23 @@ full 262144 ctx, ngram spec + tools, 4 seqs]
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## Active Deployment
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- [[deployment]] — deploy and update process for both servers
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- [[frank-redo-2026-08-17]] — the full redo: topology change, model
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choices, context math, and the two install runbooks
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- [[frank-redo-2026-08-17]] — the 2026-08-17 topology change
|
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- [[ciru-activefpx-promptforge]] — the CIRU runtime on Dankclaw
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(frank-default-small)
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- [[Dankserver]] — the llama.cpp FastMTP box (frank-default-large)
|
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- [[Dankclaw]] — the vLLM ROCm box (frank-default-small)
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- [[Dankclaw]] — the CIRU ROCmFPX box (frank-default-small)
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## vLLM Reference (Dankclaw)
|
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## CIRU Reference (Dankclaw)
|
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|
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- [[ciru-activefpx-promptforge]] — model, ROCm 7.15 toolchain, build,
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||||
and the frank-default-small service
|
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## vLLM Reference (historical)
|
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- [[VLLM Overview]] — installation, CLI, API, architecture, quantization, parallelism
|
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- [[VLLM Index]] — quick reference with commands, endpoints, and parameter table
|
||||
- [[Running Qwen3.6 35B A3B FP8 on Dankserver]] — Qwen3.6-35B-A3B hardware
|
||||
notes and sizing (the model family served by frank-default-small)
|
||||
notes and sizing (the model family formerly served by frank-default-small)
|
||||
|
||||
## Memory Management
|
||||
|
||||
|
||||
+4
-3
@@ -16,9 +16,9 @@
|
||||
# ./deploy.sh <target> [--dry-run]
|
||||
# FRANK_SUDO_PW=... ./deploy.sh <target>
|
||||
#
|
||||
# Targets (2026-08-17 topology):
|
||||
# Targets (2026-08-18 topology):
|
||||
# dankserver - llama.cpp FastMTP (frank-default-large.service, port 7770)
|
||||
# dankclaw - vLLM ROCm (frank-default-small.service, port 52625)
|
||||
# dankclaw - CIRU ROCmFPX llama.cpp (frank-default-small.service, port 52625)
|
||||
set -euo pipefail
|
||||
|
||||
# ---------------------------------------------------------------------------
|
||||
@@ -41,7 +41,8 @@ REMOTE_DIR[dankclaw]="/home/dank/vllmScripts"
|
||||
SERVICE[dankclaw]="frank-default-small"
|
||||
SERVICE_HEALTH[dankclaw]="http://127.0.0.1:52625/health"
|
||||
DROP_CACHES[dankclaw]=0
|
||||
# vLLM loads a 38 GB checkpoint; allow 20 minutes.
|
||||
# CIRU llama.cpp (ROCm 7.15) loads the 34.9 GiB ActiveFPX payload + MTP
|
||||
# draft and initializes PromptForge views; allow 20 minutes.
|
||||
HEALTH_WAIT[dankclaw]=600
|
||||
|
||||
TARGET="${1:-}"
|
||||
|
||||
@@ -1,72 +1,65 @@
|
||||
# Tunables for frank-default-small (vLLM, dankclaw, Strix Halo gfx1151).
|
||||
# Tunables for frank-default-small (CIRU llama.cpp, dankclaw, Strix Halo
|
||||
# gfx1151).
|
||||
#
|
||||
# Runtime: vLLM (ROCm) in /home/dank/vllm-venv serving
|
||||
# Avesed/Qwen3.6-35B-A3B-INT8-W8A8 (compressed-tensors INT8 W8A8, MoE 35B
|
||||
# total / 3B active, Qwen3.5-MoE hybrid: 30 of 40 layers are GatedDeltaNet
|
||||
# linear attention). Alias frank-default-small, port 52625.
|
||||
# Runtime: the PromptForge llama-server built from ciru-ai/ROCmFPX tag
|
||||
# qwen3.8-activefpx-promptforge-v2.3 serving
|
||||
# jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge (v2). ActiveFPX compact
|
||||
# GGUF with PromptForge companions for CIRU DualView prompt acceleration and
|
||||
# native depth-4 MTP. Alias frank-default-small, port 52625.
|
||||
#
|
||||
# The ROCm vLLM install was created with:
|
||||
# uv venv --python /usr/bin/python3.12 /home/dank/vllm-venv
|
||||
# uv pip install --python /home/dank/vllm-venv vllm --torch-backend=auto
|
||||
# The --torch-backend=auto resolver pulls the AMD ROCm wheels (torch +
|
||||
# amd-torch-device-gfx1151 + vllm rocm variant) from the AMD index.
|
||||
# This runtime replaced the retired vLLM service that previously occupied
|
||||
# this slot. See docs/ciru-activefpx-promptforge.md.
|
||||
#
|
||||
# WARNING: do not name any variable TEMP, HOST, or GPU_MAX_HEAP_SIZE. The ROCm
|
||||
# HIP runtime reads those bare env vars (see the 2026-08-13 TEMP incident).
|
||||
# llama.cpp reads --host/--port/--temp as CLI flags, never as env vars.
|
||||
|
||||
# CIRU llama-server binary (ROCmFPX v2.3 build, see docs/ciru runtime page).
|
||||
# Built against the private TheRock ROCm 7.15 SDK kept in the retired
|
||||
# ling3-ciru venv. ROCm 7.15 is required for the advertised Strix Halo
|
||||
# performance; the system ROCm 7.2.4 selects slower/fallback kernels.
|
||||
LLAMA_BIN=/home/dank/ciru-qwen38/ROCmFPX/build-promptforge/bin/llama-server
|
||||
|
||||
# Model files. The three-file payload (v2 GGUF + FFN + GDN) enables CIRU
|
||||
# DualView prompt acceleration; omit the two .pfs files to run the GGUF alone
|
||||
# and save ~19.7 GiB of memory at the cost of prompt throughput.
|
||||
MODEL_DIR=/home/dank/models/CIRU-Qwen3.8-27B-ActiveFPX
|
||||
MODEL_FILE=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-v2.gguf
|
||||
FFN_PFS=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-FFN.pfs
|
||||
GDN_PFS=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-GDN.pfs
|
||||
|
||||
# ROCm 7.15 SDK paths (inside the retired ling3-ciru venv). The serve script
|
||||
# exports ROCM_PATH and LD_LIBRARY_PATH from these so the 7.15 libraries
|
||||
# precede any system ROCm 7.2.4.
|
||||
ROCM_DEVEL=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_devel
|
||||
ROCM_LIB=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_libraries
|
||||
ROCM_CORE=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_core
|
||||
|
||||
VLLM_BIN=/home/dank/vllm-venv/bin/vllm
|
||||
# 2026-08-17 (evening): swapped from Avesed/Qwen3.6-35B-A3B-INT8-W8A8 to
|
||||
# nameistoken/Qwen3.6-35B-A3B-Quark-W8A8-INT8 (AMD Quark W8A8, same
|
||||
# architecture, vLLM-native expert layout). The Avesed quant's tool-call
|
||||
# XML fidelity was poor (malformed <function> tags); the Quark model
|
||||
# follows the Qwen3 XML tool format cleanly.
|
||||
MODEL=nameistoken/Qwen3.6-35B-A3B-Quark-W8A8-INT8
|
||||
ALIAS=frank-default-small
|
||||
BIND_ADDR=0.0.0.0
|
||||
LISTEN_PORT=52625
|
||||
|
||||
# Full native context. The KV cache stays unquantized (auto = model dtype,
|
||||
# bf16). Worst-case KV at 262144 x 4 sequences is ~10.7 GiB; weights are
|
||||
# ~35 GiB; total fits the Strix Halo unified pool with room to spare.
|
||||
MAX_MODEL_LEN=262144
|
||||
KV_CACHE_DTYPE=auto
|
||||
# Serving defaults from the model card: 64K context, single slot, f16 KV,
|
||||
# context checkpoints, prompt cache. Native MTP depth-4.
|
||||
CTX_SIZE=65536
|
||||
PARALLEL=1
|
||||
BATCH_SIZE=2048
|
||||
UBATCH_SIZE=2048
|
||||
CACHE_TYPE_K=f16
|
||||
CACHE_TYPE_V=f16
|
||||
CTX_CHECKPOINTS=32
|
||||
CACHE_RAM=8192
|
||||
|
||||
# Concurrency and batching (user request). max-num-batched-tokens lowered
|
||||
# to 8192 on 2026-08-17 (evening). vLLM has no separate ubatch knob.
|
||||
MAX_NUM_SEQS=4
|
||||
MAX_NUM_BATCHED_TOKENS=8192
|
||||
# Native MTP draft (depth-4, greedy, ROCm-safe CPU argmax fast path).
|
||||
SPEC_DRAFT_N_MAX=4
|
||||
SPEC_DRAFT_N_MIN=0
|
||||
SPEC_DRAFT_P_MIN=0.0
|
||||
SPEC_DRAFT_P_SPLIT=0.10
|
||||
|
||||
# vLLM has no separate ubatch knob. The scheduler issues one batch per step
|
||||
# with up to max-num-batched-tokens tokens; the KV cache is preallocated at
|
||||
# max-model-len. Set gpu-memory-utilization below 1.0 so the unified pool
|
||||
# keeps headroom for the host.
|
||||
GPU_MEMORY_UTILIZATION=0.92
|
||||
# Sampling (model card defaults).
|
||||
TEMPERATURE=0.7
|
||||
TOP_P=0.95
|
||||
|
||||
# Prefix caching. This model is hybrid (GatedDeltaNet + full attention); vLLM
|
||||
# keeps prefix caching OPT-IN by default for hybrid models ("while the feature
|
||||
# matures"), so it is off unless we ask for it. Turning it on reuses the KV of
|
||||
# the shared prompt prefix (pi re-sends the same system prompt + tool schema
|
||||
# every turn), so follow-up requests skip re-prefilling thousands of tokens.
|
||||
# Big TTFT win for the agent loop. Set 0 to disable.
|
||||
ENABLE_PREFIX_CACHING=1
|
||||
REASONING=off
|
||||
|
||||
# ngram speculative decoding (vLLM ngram proposer).
|
||||
# prompt_lookup_max = ngram window; num_speculative_tokens = draft depth.
|
||||
NGRAM_LOOKUP_MAX=5
|
||||
NGRAM_LOOKUP_MIN=1
|
||||
NUM_SPEC_TOKENS=5
|
||||
|
||||
# Tool calling. Clients (pi, OpenWebUI) send tool_choice=auto; without
|
||||
# --enable-auto-tool-choice vLLM rejects it with HTTP 400. The Avesed
|
||||
# chat template renders tools in the Qwen3 XML format, so the qwen3_xml
|
||||
# parser is the matching one. CHAT_TEMPLATE must point at the repo's
|
||||
# chat_template.jinja (the tokenizer_config.json ships none; vLLM's
|
||||
# built-in template does not render the XML tool instructions).
|
||||
ENABLE_AUTO_TOOL_CHOICE=1
|
||||
TOOL_CALL_PARSER=qwen3_xml
|
||||
CHAT_TEMPLATE=/home/dank/models/qwen36-chat_template-tools.jinja
|
||||
|
||||
# RDNA flash-attention for the vision encoder (and general FA paths).
|
||||
# Without this, the mm encoder falls back to torch SDPA and the warmup
|
||||
# OOMs (256 GiB score matrix at max_model_len; measured 2026-08-17).
|
||||
# Requires the flash_attn package with flash_attn_triton_amd findable
|
||||
# (the pure-Python copy from the CIRU package plus a flash_attn_2_cuda
|
||||
# stub; see docs/frank-redo-2026-08-17.md).
|
||||
FLASH_ATTENTION_TRITON_AMD_ENABLE=TRUE
|
||||
VERBOSITY=4
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
[Unit]
|
||||
Description=vLLM Qwen3.6-35B-A3B INT8 W8A8 ngram spec (dankclaw, frank-default-small)
|
||||
Description=CIRU llama.cpp Qwen3.8-27B ActiveFPX PromptForge ngram MTP (dankclaw, frank-default-small)
|
||||
After=network-online.target
|
||||
Wants=network-online.target
|
||||
|
||||
@@ -8,7 +8,6 @@ Type=simple
|
||||
User=dank
|
||||
Group=dank
|
||||
Environment="FRANK_SMALL_ENV_FILE=/home/dank/vllmScripts/scripts/frank-default-small.env"
|
||||
Environment="HF_HOME=/home/dank/.cache/huggingface"
|
||||
ExecStart=/home/dank/vllmScripts/scripts/serve-frank-small.sh
|
||||
Restart=on-failure
|
||||
RestartSec=10
|
||||
|
||||
@@ -1,10 +1,16 @@
|
||||
#!/usr/bin/env bash
|
||||
# Serve Avesed/Qwen3.6-35B-A3B-INT8-W8A8 via vLLM on Dankclaw (Strix Halo).
|
||||
# Serve jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge via the CIRU ROCmFPX
|
||||
# llama.cpp runtime on Dankclaw (Strix Halo gfx1151).
|
||||
#
|
||||
# Runs the ROCm vLLM build in /home/dank/vllm-venv. The model is a
|
||||
# compressed-tensors INT8 W8A8 quant (MoE, 35B total / 3B active). Full
|
||||
# 262144 context, unquantized KV cache, 4 concurrent sequences, ngram
|
||||
# speculative decoding.
|
||||
# Runtime: the PromptForge llama-server built from ciru-ai/ROCmFPX tag
|
||||
# qwen3.8-activefpx-promptforge-v2.3 (commit 103af8b41) against the private
|
||||
# TheRock ROCm 7.15 SDK (kept in the retired ling3-ciru venv). The model is
|
||||
# a GGUF with optional PromptForge companion views (FFN/GDN .pfs) that enable
|
||||
# CIRU DualView prompt acceleration. Native depth-4 MTP speculative decoding.
|
||||
#
|
||||
# The model card requires ROCm 7.15 (not the system ROCm 7.2.4) for the
|
||||
# advertised Strix Halo performance. LD_LIBRARY_PATH therefore points at the
|
||||
# 7.15 SDK libraries first. An older system ROCm must not precede them.
|
||||
#
|
||||
# Tunables come from frank-default-small.env in this directory unless
|
||||
# FRANK_SMALL_ENV_FILE overrides that path.
|
||||
@@ -20,55 +26,93 @@ if [[ -f "$ENV_FILE" ]]; then
|
||||
fi
|
||||
|
||||
# --- defaults (used when the env file does not set them) -------------------
|
||||
: "${VLLM_BIN:=/home/dank/vllm-venv/bin/vllm}"
|
||||
: "${MODEL:=nameistoken/Qwen3.6-35B-A3B-Quark-W8A8-INT8}"
|
||||
: "${LLAMA_BIN:=/home/dank/ciru-qwen38/ROCmFPX/build-promptforge/bin/llama-server}"
|
||||
: "${MODEL_DIR:=/home/dank/models/CIRU-Qwen3.8-27B-ActiveFPX}"
|
||||
: "${MODEL_FILE:=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-v2.gguf}"
|
||||
: "${FFN_PFS:=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-FFN.pfs}"
|
||||
: "${GDN_PFS:=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-GDN.pfs}"
|
||||
: "${ROCM_DEVEL:=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_devel}"
|
||||
: "${ROCM_LIB:=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_libraries}"
|
||||
: "${ROCM_CORE:=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_core}"
|
||||
: "${ALIAS:=frank-default-small}"
|
||||
: "${BIND_ADDR:=0.0.0.0}"
|
||||
: "${LISTEN_PORT:=52625}"
|
||||
: "${MAX_MODEL_LEN:=262144}"
|
||||
: "${KV_CACHE_DTYPE:=auto}"
|
||||
: "${MAX_NUM_SEQS:=4}"
|
||||
: "${MAX_NUM_BATCHED_TOKENS:=8192}"
|
||||
: "${GPU_MEMORY_UTILIZATION:=0.92}"
|
||||
: "${NGRAM_LOOKUP_MAX:=5}"
|
||||
: "${NGRAM_LOOKUP_MIN:=1}"
|
||||
: "${NUM_SPEC_TOKENS:=5}"
|
||||
: "${ENABLE_AUTO_TOOL_CHOICE:=1}"
|
||||
: "${TOOL_CALL_PARSER:=qwen3_xml}"
|
||||
: "${ENABLE_PREFIX_CACHING:=1}"
|
||||
# The Avesed tokenizer_config.json has no chat_template; vLLM would use its
|
||||
# built-in template which does not render the model's XML tool format. Use
|
||||
# the repo's chat_template.jinja (ships the <tool_call> instructions).
|
||||
: "${CHAT_TEMPLATE:=/home/dank/models/qwen36-chat_template-tools.jinja}"
|
||||
: "${CTX_SIZE:=65536}"
|
||||
: "${PARALLEL:=1}"
|
||||
: "${BATCH_SIZE:=2048}"
|
||||
: "${UBATCH_SIZE:=2048}"
|
||||
: "${CACHE_TYPE_K:=f16}"
|
||||
: "${CACHE_TYPE_V:=f16}"
|
||||
: "${CTX_CHECKPOINTS:=32}"
|
||||
: "${CACHE_RAM:=8192}"
|
||||
: "${SPEC_DRAFT_N_MAX:=4}"
|
||||
: "${SPEC_DRAFT_N_MIN:=0}"
|
||||
: "${SPEC_DRAFT_P_MIN:=0.0}"
|
||||
: "${SPEC_DRAFT_P_SPLIT:=0.10}"
|
||||
: "${TEMPERATURE:=0.7}"
|
||||
: "${TOP_P:=0.95}"
|
||||
: "${REASONING:=off}"
|
||||
: "${VERBOSITY:=4}"
|
||||
|
||||
if [[ ! -x "$VLLM_BIN" ]]; then
|
||||
echo "missing vllm binary: $VLLM_BIN" >&2
|
||||
MODEL="$MODEL_DIR/$MODEL_FILE"
|
||||
export PROMPTFORGE_SIDECAR="$MODEL_DIR/$FFN_PFS"
|
||||
export PROMPTFORGE_GDN_SIDECAR="$MODEL_DIR/$GDN_PFS"
|
||||
export PROMPTFORGE_MODE="m2048_fused_tail1476"
|
||||
export GGML_CUDA_GRAPH_OPT=0
|
||||
export LLAMA_MTP_CPU_ARGMAX_FASTPATH=1
|
||||
|
||||
if [[ ! -f "$MODEL" ]]; then
|
||||
echo "missing required file: $MODEL" >&2
|
||||
exit 1
|
||||
fi
|
||||
if [[ ! -f "$PROMPTFORGE_SIDECAR" ]]; then
|
||||
echo "missing PromptForge FFN companion: $PROMPTFORGE_SIDECAR" >&2
|
||||
exit 1
|
||||
fi
|
||||
if [[ ! -f "$PROMPTFORGE_GDN_SIDECAR" ]]; then
|
||||
echo "missing PromptForge GDN companion: $PROMPTFORGE_GDN_SIDECAR" >&2
|
||||
exit 1
|
||||
fi
|
||||
if [[ ! -x "$LLAMA_BIN" ]]; then
|
||||
echo "missing llama-server binary: $LLAMA_BIN" >&2
|
||||
exit 1
|
||||
fi
|
||||
|
||||
TOOL_ARGS=()
|
||||
if [[ "${ENABLE_AUTO_TOOL_CHOICE}" == "1" ]]; then
|
||||
TOOL_ARGS+=(--enable-auto-tool-choice)
|
||||
TOOL_ARGS+=(--tool-call-parser "${TOOL_CALL_PARSER}")
|
||||
fi
|
||||
# ROCm 7.15 SDK libraries must precede any system ROCm in LD_LIBRARY_PATH.
|
||||
export ROCM_PATH="$ROCM_DEVEL"
|
||||
export LD_LIBRARY_PATH="${ROCM_LIB}/lib:${ROCM_CORE}/lib:${ROCM_DEVEL}/lib${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}"
|
||||
|
||||
PC_ARGS=()
|
||||
if [[ "${ENABLE_PREFIX_CACHING}" == "1" ]]; then
|
||||
PC_ARGS+=(--enable-prefix-caching)
|
||||
fi
|
||||
|
||||
exec "$VLLM_BIN" serve "$MODEL" \
|
||||
exec "$LLAMA_BIN" \
|
||||
--model "$MODEL" \
|
||||
--alias "$ALIAS" \
|
||||
--host "$BIND_ADDR" \
|
||||
--port "$LISTEN_PORT" \
|
||||
--served-model-name "$ALIAS" \
|
||||
--max-model-len "$MAX_MODEL_LEN" \
|
||||
--kv-cache-dtype "$KV_CACHE_DTYPE" \
|
||||
--max-num-seqs "$MAX_NUM_SEQS" \
|
||||
--max-num-batched-tokens "$MAX_NUM_BATCHED_TOKENS" \
|
||||
--gpu-memory-utilization "$GPU_MEMORY_UTILIZATION" \
|
||||
--speculative-config "{\"method\":\"ngram\",\"prompt_lookup_max\":$NGRAM_LOOKUP_MAX,\"prompt_lookup_min\":$NGRAM_LOOKUP_MIN,\"num_speculative_tokens\":$NUM_SPEC_TOKENS}" \
|
||||
--reasoning-parser qwen3 \
|
||||
--trust-remote-code \
|
||||
--chat-template "$CHAT_TEMPLATE" \
|
||||
"${PC_ARGS[@]}" \
|
||||
"${TOOL_ARGS[@]}"
|
||||
-dev ROCm0 \
|
||||
-ngl 999 \
|
||||
-c "$CTX_SIZE" \
|
||||
-b "$BATCH_SIZE" \
|
||||
-ub "$UBATCH_SIZE" \
|
||||
-fa on \
|
||||
-ctk "$CACHE_TYPE_K" \
|
||||
-ctv "$CACHE_TYPE_V" \
|
||||
-np "$PARALLEL" \
|
||||
-ctxcp "$CTX_CHECKPOINTS" \
|
||||
--cache-ram "$CACHE_RAM" \
|
||||
--cache-prompt \
|
||||
--metrics \
|
||||
--spec-type draft-mtp \
|
||||
--spec-draft-device ROCm0 \
|
||||
--spec-draft-ngl 999 \
|
||||
--spec-draft-type-k f16 \
|
||||
--spec-draft-type-v f16 \
|
||||
--spec-draft-n-max "$SPEC_DRAFT_N_MAX" \
|
||||
--spec-draft-n-min "$SPEC_DRAFT_N_MIN" \
|
||||
--spec-draft-p-min "$SPEC_DRAFT_P_MIN" \
|
||||
--spec-draft-p-split "$SPEC_DRAFT_P_SPLIT" \
|
||||
--spec-draft-backend-sampling \
|
||||
--temp "$TEMPERATURE" \
|
||||
--top-p "$TOP_P" \
|
||||
--reasoning "$REASONING" \
|
||||
--reasoning-format none \
|
||||
--reasoning-budget -1 \
|
||||
-lv "$VERBOSITY"
|
||||
|
||||
Reference in New Issue
Block a user