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198 commits

Author SHA1 Message Date
Roland Tannous
c2dd0f4cf1 fix: download all GGUF shards for split models (e.g. 7B Q8_0) 
LlamaCppBackend.load_model() and precache_helper_gguf() only downloaded
the first matching GGUF file. For split models (e.g. 7B Q8_0 with 3
shards), llama-server needs all shards present. Now collects and
downloads all matching files.
 2026-03-10 15:08:20 +00:00
Roland Tannous
7f1fd28acd debug: decode first sample after train_on_completions masking 2026-03-10 14:08:14 +00:00
Roland Tannous
49b29fb1fd debug: fix dataset access - result is a dict, use dataset['dataset'] 2026-03-10 13:19:31 +00:00
Roland Tannous
21cd9f9d02 debug: improve sample preview with type info and traceback 2026-03-10 12:56:24 +00:00
Roland Tannous
a36c073770 debug: switch to print() for subprocess visibility 2026-03-10 12:49:01 +00:00
Roland Tannous
97612af993 debug: add temporary log statements for dataset preview and VLM instruction 2026-03-10 12:35:55 +00:00
Roland Tannous
f7ca361c5c feat: add LLM-assisted dataset detection using ephemeral GGUF helper 
Uses Qwen2.5-3B-Instruct Q8_0 via LlamaCppBackend to complement
heuristic-based dataset detection when heuristics are uncertain.

- New llm_assist.py: VLM instruction generation, column classification,
  and user-friendly warning generation for dataset issues
- Pre-cache helper GGUF on FastAPI startup (background thread)
- Reorder training pipeline: dataset processing runs BEFORE model load
  to avoid VRAM contention (detect → dataset → model → train)
- Add pre_detect_and_load_tokenizer() for lightweight detection
- LLM warnings on VLM conversion failures (broken URLs, missing images)
- LLM column classification fallback when heuristics return unknown
- Graceful degradation: all paths unchanged when helper unavailable
 2026-03-10 09:20:45 +00:00
Roland Tannous
daa50d0756 Revert "Merge pull request #347 from unslothai/feature/studio-storage-roots" 
This reverts commit 6b43e33ff1, reversing
changes made to 9edadaf21f.
 2026-03-10 01:52:47 +00:00
Shine1i
5301514775 feat(studio): studio storage roots path utilities 2026-03-09 23:48:31 +00:00
Roland Tannous
d882678fe4 Add AGPL-3.0 SPDX headers to all source files 2026-03-09 20:17:45 +00:00
Shine1i
2ccb75f2b7 Merge remote-tracking branch 'origin/nightly' into feature/fixes-client 2026-03-09 19:07:42 +01:00
Roland Tannous
b6811bc5c4 Merge pull request #342 from unslothai/local-dataset 
dataset upload
 2026-03-09 21:22:23 +04:00
Roland Tannous
41351e1566 fix: split dataset 80/20 when eval split matches train split 2026-03-09 16:36:44 +00:00
Shine1i
542d9126cc chore(data-recipe): bump data-designer to 0.5.2 and pin duckdb<1.5 2026-03-09 17:27:02 +01:00
Roland Tannous
2a11e79b8b fix: restore eval_enabled early signal for subprocess training 2026-03-09 15:35:49 +00:00
Roland Tannous
c3185d5d98 fix: allow eval-only progress events through worker callback filter 2026-03-09 14:39:49 +00:00
Roland Tannous
56412f2362 include all candidate files when scanning a directory, not just the first 2026-03-09 13:52:45 +00:00
Roland Tannous
91dd7fc762 merge nightly, resolve conflict in use-chat-model-runtime 2026-03-09 13:19:17 +00:00
Roland Tannous
c719f1ba54 training: restore YAML fallback for trust_remote_code (no UI toggle) 2026-03-09 13:10:24 +00:00
Roland Tannous
7989cd4567 respect trust_remote_code toggle, return helpful error when required 2026-03-09 13:06:55 +00:00
Manan17
a49638c504 dataset upload 2026-03-09 05:50:18 +00:00
Shine1i
3b1663b1e9 feat(recipe-studio, datasets): improve dataset handling and update metadata logic 2026-03-09 02:47:32 +01:00
samit
662cb1c440 Adding trust_remote_code to the orchestrator and worker 2026-03-08 16:44:41 -07:00
Shine1i
a2dde15367 merge nightly 2026-03-09 00:32:33 +01:00
samit
86e94b5844 exposed trust_remote_code through the UI 2026-03-08 16:28:56 -07:00
Roland Tannous
a1778d6655 fix: replace is_dataset_multimodal with is_dataset_image/is_dataset_audio in training orchestrator 2026-03-08 19:40:00 +00:00
Manan17
80b704d7b7 Audio_VLM bug fix 2026-03-08 19:14:07 +00:00
Roland Tannous
7ee81dd7df feat: route audio inference (TTS, ASR, Whisper) through orchestrator/worker subprocess 2026-03-08 18:25:27 +00:00
Roland Tannous
1435dbaf59 merge nightly into audio branch (mock test) 2026-03-08 10:23:44 +00:00
Manan17
ef714f010e adding export support 2026-03-08 04:18:20 +00:00
Roland Tannous
a7c34b42be fix: clear stale model state on failed inference subprocess reload 2026-03-07 23:32:53 +00:00
Roland Tannous
4f766bbe25 fix: reset checkpoint metadata on failed export checkpoint reload 2026-03-07 23:29:34 +00:00
Manan17
6487f81113 check fir gated repo 2026-03-07 21:32:50 +00:00
Roland Tannous
8454e6dd2b fix: scope dataloader_num_workers=0 to Windows + transformers 5.x only 2026-03-07 17:55:59 +00:00
Roland Tannous
ef9184c731 fix: prevent training hang on Windows by adding triton-windows support 2026-03-07 17:53:36 +00:00
Roland Tannous
e25705a211 fix: propagate PYTHONPATH to child subprocesses, revert tokenizer patching 2026-03-07 11:28:24 +00:00
Roland Tannous
9330588015 fix: patch TokenizersBackend in export output after save_pretrained 2026-03-07 10:57:51 +00:00
Roland Tannous
76c78afb8f fix: patch TokenizersBackend by model name - Qwen3.5→Qwen2Tokenizer, GLM→PreTrainedTokenizer 2026-03-07 10:29:59 +00:00
Roland Tannous
d60cd2843f fix: patch Qwen3.5 broken tokenizer_class TokenizersBackend across all backends 2026-03-07 09:43:25 +00:00
Roland Tannous
bd60562145 fix: bump transformers 5.x pin from 5.1.0 to 5.2.0 for Qwen3.5 support 2026-03-07 09:10:09 +00:00
Roland Tannous
0b3397cc3a fix: fail fast if runtime pip install of transformers 5.x fails 2026-03-07 08:40:25 +00:00
Roland Tannous
f3aeceeb24 fix: join prior pump thread before starting new training job 2026-03-07 08:37:03 +00:00
Roland Tannous
728420b290 fix: drain stale events from resp_queue after generation cancel 2026-03-07 08:12:16 +00:00
Roland Tannous
609e3168a1 fix: serialize generation with _gen_lock to prevent concurrent queue readers 
Two overlapping /chat/completions requests could both read from the shared
resp_queue, consuming and dropping each other's token events. Replace the
request_id filtering (which silently dropped non-matching messages) with a
threading.Lock that serializes generation — correct for single-GPU inference.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-07 04:06:51 +00:00
Roland Tannous
9470957bb9 fix: log final GGUF file locations after relocation 2026-03-06 18:04:27 +00:00
Roland Tannous
5a828ebd43 fix: increase export timeout to 1 hour for large model GGUF conversion 2026-03-06 17:59:42 +00:00
Shine1i
5e5feb5c00 feat(recipe-studio, validators): tweak OXC validator with lint suppression support and improve error normalization logic 2026-03-06 09:40:53 +01:00
Roland Tannous
c3bc19494f fix: pin huggingface_hub==1.3.0 in .venv_t5 (satisfies transformers 5.x) 2026-03-06 06:19:28 +00:00
Roland Tannous
6b32af0bdc feat: subprocess-based export, pin huggingface_hub==0.36.0 2026-03-06 06:03:09 +00:00
Shine1i
93063c3212 feat(recipe-studio, validators): extend OXC validator with code shape support and integrate into recipe studio 2026-03-06 02:04:05 +01:00