Frank
91188d4b1b
docs: add Ling-3.0-flash vLLM-ROCm deployment plan (grilled decisions, port 7770)
2026-08-10 22:02:28 -07:00
Frank
f650fff0aa
docs: polish pass — fix stale names, duplicates, branding, and README
...
- Normalize 'VLLM' to 'vLLM' in prose across 6 docs (32 occurrences; wikilink
targets untouched)
- Remove duplicated Environment Variables block in 27B Dankclaw doc
- Update stale model refs Qwen3-30B-A3B -> Qwen3.6-35B-A3B in example commands
- Fix VLLM Index: -- separators to em-dashes; correct model names on links
- README: document active services (ROCmFPX llama-server on Dankclaw, vLLM
AWQ on Dankserver), replace broken [[docs/README.md]] link with docs/index.md
2026-08-10 21:12:23 -07:00
Frank
993b6af576
docs: add DFlash/DSpark speculative decoding research + quantization-by-hardware guide
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- DFlash DSpark Speculative Decoding.md: verified method details (DFlash
block diffusion from Z Lab arXiv:2602.06036; DSpark semi-autoregressive from
DeepSeek arXiv:2607.05147), runtime support matrix (vLLM/llama.cpp/SGLang),
exact vLLM --speculative-config recipes (incl. dflash/dspark), llama.cpp
--spec-type recipes with sidecar auto-discovery, draft model table
(z-lab Qwen3.6-27B-DFlash 2B, Qwen3.6-35B-A3B-DFlash 0.4B), deployment
guidance for RTX 3090 (AWQ+Dflash) and Strix Halo (ROCmFPX MTP), measured
45-50 t/s MTP decode on Strix Halo
- Quantization by Hardware Architecture.md: FP8/INT8/INT4/GPTQ/AWQ/GGUF/FP4/
ROCmFP4 support per NVIDIA (Turing/Ampere/Ada/Hopper/Blackwell), AMD
(CDNA MI250/MI300/MI350, RDNA 3/3.5/4), and CPU; recommended picks per
Dankserver (AWQ/GPTQ 4-bit) and Dankclaw (ROCmFP4/Q4_K_M)
- index.md: link both new pages under Speculative Decoding & Quantization
2026-08-10 21:09:17 -07:00
Frank
90c4883f89
feat: add consistent deployment/update process (deploy.sh + docs + AGENTS.md)
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- scripts/deploy.sh: target-aware deploy (dankclaw/dankserver). Pushes main,
pulls on the target, installs/enables systemd unit, restarts service, and
checks the health endpoint; --dry-run preview; pre-flight dirty-tree check
- docs/deployment.md: full deployment/update process with mermaid workflow,
target map, manual update commands, service units, and troubleshooting
- AGENTS.md: add Deployment & Update Process section (deploy.sh usage, target
map, mermaid workflow) and a Summary table row
- docs/index.md: crosslink deployment doc
2026-08-10 21:04:37 -07:00
Frank
3a64c8f3dd
docs: fact-check knowledge base against live machines and vLLM source
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Correct stale and incorrect facts after exhaustive verification:
- Dankclaw: NUMA node 0 = 31213 MB; disk 661G/1.1T/38%; vLLM 0.26.0 in
/home/dank/vllm-rocm-venv (not vllm-env); clarify 96 GiB GPU-visible is a
driver overcommit ceiling over 30 GiB physical (confirmed via sysfs
mem_info_vram_total=103079215104)
- Dankserver: disk 729G/140G free/84%; /mnt/entropy 910G free; active service
is vLLM EngineCore (22 GB), not llama-server; CPU model Ryzen 7 7700X
- index.md: Dankclaw 30GiB phys / 96GiB GPU-visible (was '61 GB unified');
add deployment topology mermaid diagram
- vLLM defaults (from source): gpu_memory_utilization=0.92, max_num_seqs=128,
swap_space removed (now --kv-offloading-size) across Overview/Index/RAM/Hybrid
- Quantization: FP8 not native on Ampere (RTX 3090) or RDNA 3.5 (gfx1151);
add per-model hardware quantization notes; AWQ/GPTQ limited on ROCm
- Speculative decoding: add DFlash, DSpark, MTP, EAGLE3 to feature list
- Confirm Qwen3.6-27B and Qwen3.6-35B-A3B specs are correct (HF-verified)
- Production note: Dankclaw primary llama.cpp service runs ROCmFPX
Ling-3.0-flash RocmFP4 MTP, not vLLM Qwen3.6-27B
2026-08-10 20:59:33 -07:00
Frank
9971bdef0f
feat: initial vLLM Qwen3.6-35B-A3B-FP8 serve script with DFlash drafting on dankserver
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- Podman container with CUDA GPU access
- DFlash speculative decoding via --spec-method dflash
- FP8 KV cache, 4 parallel streams, 262K context
- CPU expert offloading via --cpu-offload-gb
- systemd service for persistent runtime
2026-08-07 18:28:38 -07:00
Frank
7dce375ab4
docs: fix dankclaw specs (30GiB RAM, 96GiB GPU-visible, ROCm 7.2.4) + add validate.sh
2026-08-06 22:40:44 -07:00
Frank
5076ef828f
chore: fix typo in dankclaw specs, format index table
2026-08-06 22:29:23 -07:00
Frank
dc356acce7
docs: add top-level knowledge base index
2026-08-06 00:16:47 -07:00
Frank
39db415348
feat: initialize vLLM scripts knowledge base
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- VLLM Overview: installation, CLI, API, architecture, quantization, parallelism
- VLLM Index: quick reference with commands, endpoints, parameters
- Dankserver System Specs: RTX 3090 24GB, 62GB RAM, Ubuntu 24.04
- Dankclaw System Specs: AMD Strix Halo APU, 61GB unified, ROCm 7.1
- RAM/CPU Offloading in VLLM: KV cache swap, gpu_memory_utilization, preemption
- Hybrid CPU/GPU Processing (Dankserver): NVIDIA GPU + system RAM configuration
- Shared Memory Architecture (Dankclaw): AMD unified memory and ROCm setup
- Running Qwen3.6 35B A3B FP8 on Dankserver: MoE model deployment guide
- Running Qwen3.6 27B FP8 on Dankclaw: dense model deployment guide
2026-08-05 23:49:02 -07:00
Frank