unsloth/studio/backend/models
oobabooga 7b048168c8
Studio: match llama.cpp SWA cache sizing (#7530)
* Studio: match llama.cpp SWA cache sizing

* Studio: account for batch-capped SWA ubatch

* Studio: match llama.cpp KV stream padding

* Match llama.cpp batch and FA-off cache sizing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Skip unusable compact SWA slot saves

* Align KV planning with launched server

* Match cache type casing and narrow the compact SWA slot-save skip

The launcher tested the requested cache type case-sensitively while the budget
lowercases it via _planned_main_cache_types, so a Q8_0 request emitted no
--cache-type flag and llama.cpp ran f16 while the estimate priced q8_0 (1.01 GiB
under-reserved on a 27B SWA model at ctx 32768 with 4 slots).

The compact SWA slot-save skip keyed on the sliding window alone, but the
estimator's SWA path also requires key/value length. phi3 GGUFs report a window
without those dimensions and llama.cpp runs them non-SWA, so their slots restore
fine and were being skipped.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2026-07-28 05:18:15 -07:00
..
.gitkeep fix: restore models directory files deleted during restructure 2026-02-02 19:36:30 +00:00
__init__.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
auth.py Studio: make the Cloudflare tunnel opt-in (off by default) (#7046) 2026-07-15 06:13:25 -07:00
data_recipe.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
datasets.py Studio fix recipe dataset preview (#6031) 2026-06-09 14:02:00 +02:00
export.py Studio: multi-select export formats, portable FP8/INT8, GGUF LoRA, and source parity (#6767) 2026-07-03 08:25:10 -07:00
inference.py Studio: match llama.cpp SWA cache sizing (#7530) 2026-07-28 05:18:15 -07:00
mcp_servers.py studio: show MCP "Import config" on the add-server form (#6030) 2026-06-11 16:17:22 +01:00
models.py Add interactive Agents command builder (#7312) 2026-07-26 17:09:19 -07:00
providers.py fix(studio): persist connection model selections for remote clients (#7298) 2026-07-23 19:11:50 -07:00
responses.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
training.py feat(studio): add DoRA support to studio (#7315) 2026-07-24 03:24:16 -07:00
users.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00