unsloth/studio/backend/core
Daniel Han 5ce4ab4d54
studio: emit one comma-chained --spec-type for CPU/Mac MTP path (#5575)
* studio: emit one comma-chained --spec-type for CPU/Mac MTP path

llama-server takes a single --spec-type whose value may be
comma-separated to chain implementations (e.g. ngram-mod,draft-mtp).
The CPU/Mac MTP branch in LlamaCppBackend.load_model was passing
--spec-type twice in the same invocation, which is not the documented
chaining mechanism and silently drops one of the two specs depending
on llama.cpp's argv handling.

Collapse the pair to --spec-type ngram-mod,{mtp_token} and update the
stale _extra_args_set_spec_type docstring that claimed llama-server
accumulates repeated --spec-type. Update the matching pass-through
fixture in test_llama_server_args.py.

* studio: align MTP ngram-mod knobs with llama.cpp upstream defaults

Two correctness fixes against the llama.cpp server README:

1. The CPU/Mac comma-chained branch was emitting
   --spec-ngram-mod-n-max 6 with --spec-ngram-mod-n-min 48, which is
   nonsensical (min > max). Per the upstream default the value is 64.

2. The standalone ngram-mod branch was emitting --spec-ngram-size-n,
   --draft-min, --draft-max. llama.cpp removed those arg aliases for
   ngram-mod (they live only on the ngram-simple / map families now);
   the correct knobs are --spec-ngram-mod-n-match / n-min / n-max.

Also refresh the inline comment block to point at the server README
rather than the older docs/speculative.md draft- aliases.
2026-05-19 03:16:05 -07:00
..
data_recipe Add native GGUF intake to Studio (#5246) 2026-05-04 11:46:18 +02:00
export feat(studio): MLX training tab on Apple Silicon (LoRA / full FT, VLM, export) (#5265) 2026-05-05 23:54:58 -07:00
inference studio: emit one comma-chained --spec-type for CPU/Mac MTP path (#5575) 2026-05-19 03:16:05 -07:00
training studio: install flash-linear-attention and tilelang for Qwen3.5 family (#5434) 2026-05-18 03:49:06 -07:00
__init__.py [Studio] Show non exported models in chat UI (#4892) 2026-04-14 15:03:58 +04:00