 Frank
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6efb0fb231
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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.
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2026-08-27 02:01:16 -07:00 |
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Frank
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215d74f6ce
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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.
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2026-08-26 20:37:46 -07:00 |
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