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0.3.3: stable release with the integrated documentation set - #58

Merged

FonaTech merged 19 commits into

mainfrom

release-0.3.3

Nov 13, 2026

Merged

0.3.3: stable release with the integrated documentation set#58
FonaTech merged 19 commits into
mainfrom
release-0.3.3

Commits on Nov 7, 2026
- 0.3.1a0: cluster-locality default-on, architecture-adaptive expert paging
  
  FonaTech
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  claude
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  0d4de47
- 0.3.1a1: new Web UI, file picking/upload, LAN access, lazy-expert probe
  
  FonaTech
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  claude
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  de46962
- Make the lazy-probe sweep test independent of installed backends
  
  FonaTech
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  claude
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  ae9cecf
- 0.3.1a2: move the en-zh translation demo out of the kernel
  
  FonaTech
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  5ae7b08
Commits on Nov 8, 2026
- 0.3.1a3: segment clustering, MLX multimodal, tool-call SFT, MLX cache limit
  
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  claude
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  1fb9175
- shards: keep -100 labels under NumPy 2 for uint16 .lmask records
  
  FonaTech
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  6a79c98
- serve: parse tool calls; MLX: multimodal DPO/ORPO/GRPO/distill
  
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  claude
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  4e5214c
- 0.3.2a0: native kernel, compiled MLX step, MLX activation recomputation
  
  FonaTech
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  claude
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  ee1b2d2
- Add chronos-enzh-50m-sft model package (en->zh, research only)
  
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  claude
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  acf9ed6
- chronos-enzh-50m-sft: certifi CAs for --download, refuse before loading
  
  FonaTech
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  claude
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  c83ed56
Commits on Nov 9, 2026
- 0.3.2a1: long-context MLX training (blockwise attention, chunked CE/MoE, recompute policy, RoPE scaling, packing)
  
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  claude
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  8ce2b8d
- 0.3.2a2: MLP-scope recompute, lookahead options, web UI fields, compiled document-reset fix
  
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  b27ef98
Commits on Nov 10, 2026
- 0.3.2a3: compile segment-mode cluster locality, recover from a failed compile trace
  
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  86dff81
- Reject token ids beyond vocab_size before MLX reads the embedding table
  
  FonaTech
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  2c63130
Commits on Nov 11, 2026
- 0.3.3a0: block-order loop, sigmoid step size, general 32k tokenizer, task-neutral kernel
  
  FonaTech
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  claude
  committed
  206a4a7
Commits on Nov 12, 2026
- 0.3.3a1: every loop knob in planner and auto-tune, probe scores cross-entropy, demo model under demos/
  
  FonaTech
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  claude
  authored
  4a92c06
Commits on Nov 13, 2026
- 0.3.3: stable release with the integrated documentation set
  
  FonaTech
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  claude
  committed
  b0f62bc
- merge origin/main into release-0.3.3
  
  FonaTech
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  claude
  committed
  bfddacc
- ci(python-app): install fastapi, uvicorn, httpx for lazy-probe webui test
  
  FonaTech
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  claude
  committed
  782d125

Commits

Commits on Nov 7, 2026

Commits on Nov 8, 2026

Commits on Nov 9, 2026

Commits on Nov 10, 2026

Commits on Nov 11, 2026

Commits on Nov 12, 2026

Commits on Nov 13, 2026