docs+deploy: Dankserver now llama.cpp frank-default-small (HauhauCS Q6_K_P + DFlash)
Retire vllm-awq-qwen36 (AWQ) from target maps, README, deployment, KB index, Dankserver specs, DFlash and FP8 docs. New dankserver runtime: upstream llama.cpp, port 7770, alias frank-default-small, 3x262144 ctx, DFlash Q8_0 draft, MoE experts offloaded to CPU, attention+KV on GPU (K q8_0, V f16). deploy.sh now maps dankserver to frank-default-small and symlinks its unit. models.json: dankserver baseUrl -> :7770, contextWindow -> 262144.
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@@ -14,23 +14,24 @@ Scripts for running LLM inference on two local machines.
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| Service | Host | Runtime | Model | Port |
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|---------|------|---------|-------|------|
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| frank-default-large | dankclaw | vLLM-ROCm (CIRU) | Ling-3.0-flash CIRU INT4 MTP | 7770 |
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| vllm-awq-qwen36 | dankserver | vLLM (Docker) | Qwen3.6-35B-A3B AWQ 4-bit | 34401 |
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| frank-default-small | dankserver | llama.cpp (DFlash) | Qwen3.6-35B-A3B uncensored Q6_K_P | 7770 |
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> The retired ROCmFPX llama.cpp service on Dankclaw was replaced by the vLLM service above. Its unit file `scripts/llama-server.service` remains for reference.
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> The retired ROCmFPX llama.cpp service on Dankclaw was replaced by the vLLM service above. The retired `vllm-awq-qwen36` (AWQ 4-bit) service on Dankserver was replaced by the llama.cpp service above. Legacy unit files remain in `scripts/` for reference.
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## Models
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| Model | Target | Format |
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|-------|--------|--------|
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| Ling-3.0-flash CIRU INT4 (MTP) | dankclaw | INT4 W4A16 (Quark/vLLM) |
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| Qwen3.6 35B A3B AWQ 4bit | dankserver | AWQ |
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| Qwen3.6 35B A3B uncensored Q6_K_P (DFlash draft) | dankserver | GGUF Q6_K_P (llama.cpp, MoE offload) |
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| Qwen3.6 35B A3B AWQ 4bit | dankserver | AWQ (retired) |
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| Qwen3.6 35B A3B FP8 | dankserver | FP8 (documented, not active) |
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| Qwen3.6 27B FP8 | dankclaw | FP8 (documented, not active) |
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## Structure
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- `docs/` — Project knowledge base with research notes on vLLM configuration, hardware specifics, speculative decoding, and deployment notes
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- `scripts/` — Deployment and launch scripts (deploy.sh, serve-vllm-qwen36-dflash.sh, validate-vllm.sh, systemd unit files)
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- `scripts/` — Deployment and launch scripts (deploy.sh, serve-llama-frank-small.sh, serve-ling3-vllm.sh, systemd unit files)
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## Deployment
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