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unsloth/studio/backend/utils
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Daniel Han c3feac6160
 Studio: route lfm2_moe (LFM2-8B-A1B) to transformers 5.3.0 (#7040) 
LFM2-8B-A1B and any other lfm2_moe checkpoint were missing from the
transformers tier tables, so they fell through to the default 4.57.x
sidecar, which does not register lfm2_moe and errors with
"not supported yet in transformers==4.57.6". Only lfm2_vl was listed.

Add Lfm2MoeForCausalLM / lfm2_moe to the 5.3.0 tier (lfm2_moe is
registered in transformers 5.3.0). get_transformers_tier now returns
530 for LFM2-8B-A1B and the model loads and trains as expected.
2026-07-11 05:08:07 -07:00
..
datasets fix: match qwen3-thinking double-newline in train_on_responses_only response pattern (#6926) 2026-07-07 21:28:18 +03:00
hardware Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
inference Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
models Fix case-variant model matching and GGUF cache reuse in unsloth start (#6900) 2026-07-08 02:32:06 -07:00
paths Fix Studio custom folders on Linux external drives (#6799) 2026-07-03 19:10:04 +01:00
security Studio: persistent per-user trust_remote_code approval cache (#6551) 2026-06-22 05:12:49 -07:00
.gitkeep root studio folder 2026-02-02 09:13:49 +00:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_studio_release_build.py Add Studio web update banner and release version display (#5308) 2026-05-11 18:24:01 +04:00
api_errors.py Studio: shareable per-checkpoint preview links (#6486) 2026-06-24 06:31:53 -07:00
cache_cleanup.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
client_ip.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
coding_agents.py feat: detect installed coding agent CLIs in Studio settings (#6909) 2026-07-08 05:26:50 -07:00
cpu_threads.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
downsample.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
embedding_model_settings.py Studio: customizable RAG embedding model with HF search, settings tab reorganization (#6800) 2026-07-02 05:26:33 -07:00
helper_precache_settings.py Studio: make Helper LLM startup pre-cache opt in (#6113) 2026-06-09 15:28:34 +02:00
hf_xet_fallback.py Studio: don't pin transformers before the training worker activates the 5.x sidecar (#6968) 2026-07-08 05:33:16 -07:00
host_policy.py Studio: allow --secure with --api-only (headless secure API server) and add --api-only to unsloth studio run (#6591) 2026-06-23 05:44:56 -07:00
lifespan_shutdown.py Studio: make lifespan shutdown resilient to a dead default executor (#6307) 2026-06-15 22:51:46 -07:00
llama_cpp_freshness.py Studio: stop the llama.cpp update banner flickering and show the download size (#6338) 2026-06-17 21:28:54 -07:00
llama_cpp_update.py Studio: add Vulkan llama.cpp support (#5819) 2026-07-09 03:39:48 -07:00
mlx_repair.py Studio: exclude mlx-lm 0.31.3 (broke gemma4/qwen3_5 QK-norm load on Apple Silicon) (#6803) 2026-07-06 19:40:06 -07:00
native_path_leases.py Reap Studio child processes when the parent dies abnormally (#6425) 2026-06-18 05:51:22 -07:00
node_runtime.py Studio: use an isolated Node.js for the frontend build instead of replacing the system Node/npm (#6533) 2026-06-21 21:17:29 -07:00
openai_auto_switch_settings.py Studio: opt-in OpenAI /v1 model auto-switch and idle keep-warm (#6392) 2026-07-01 06:42:23 -07:00
personalization_settings.py studio: persist personalization (profile, avatar, theme) server-side (#6516) 2026-06-22 04:09:48 -07:00
preview_rate_limit.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
preview_sharing_settings.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
preview_token.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
process_lifetime.py Reap Studio child processes when the parent dies abnormally (#6425) 2026-06-18 05:51:22 -07:00
ssm_runtime.py Auto-install SSM kernels (causal-conv1d, mamba-ssm) for inference loads (#6535) 2026-06-22 04:48:29 -07:00
studio_version.py Studio: llama.cpp update banner redesign, About tab license info, UI polish (#6196) 2026-06-11 09:27:34 -07:00
subprocess_compat.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
training_runs.py (feat) Add project names to studio training runs (#6512) 2026-06-29 16:06:36 +02:00
transformers_version.py Studio: route lfm2_moe (LFM2-8B-A1B) to transformers 5.3.0 (#7040) 2026-07-11 05:08:07 -07:00
update_status.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
upload_limits.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
utils.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
uv_path_safety.py Make _uv_safe_path space-safe on macOS/Linux (#6503) (#6534) 2026-06-24 04:02:24 -07:00
wheel_utils.py Studio: fix flash-attn and torchao install on Blackwell (sm_100+) GPUs (Closes #6961) (#6970) 2026-07-08 06:38:10 -07:00