unsloth/studio/backend
Roland Tannous 2fc50ff0cf refactor: advisor maps columns to roles instead of generating templates
The advisor now only assigns columns to user/assistant roles and
generates a system prompt. Templates (user_template, assistant_template)
are removed entirely — the LLM was frequently putting all columns in
user or copying actual data values into templates.

Column values are now used directly as message content, grouped and
concatenated by role. This is simpler, more robust, and prevents the
class of bugs where the advisor generates bad template content.
2026-03-10 17:17:27 +00:00
..
assets add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
auth Revert "Merge pull request #347 from unslothai/feature/studio-storage-roots" 2026-03-10 01:52:47 +00:00
core fix: download all GGUF shards for split models (e.g. 7B Q8_0) 2026-03-10 15:08:20 +00:00
loggers root studio folder 2026-02-02 09:13:49 +00:00
models refactor: advisor maps columns to roles instead of generating templates 2026-03-10 17:17:27 +00:00
plugins/data-designer-unstructured-seed Revert "Merge pull request #347 from unslothai/feature/studio-storage-roots" 2026-03-10 01:52:47 +00:00
requirements chore(data-recipe): bump data-designer to 0.5.2 and pin duckdb<1.5 2026-03-09 17:27:02 +01:00
routes feat: Dataset Conversion Advisor — multi-pass LLM for non-conversational datasets 2026-03-10 15:39:56 +00:00
state root studio folder 2026-02-02 09:13:49 +00:00
tests Add AGPL-3.0 SPDX headers to all source files 2026-03-09 20:17:45 +00:00
utils refactor: advisor maps columns to roles instead of generating templates 2026-03-10 17:17:27 +00:00
colab.py Add AGPL-3.0 SPDX headers to all source files 2026-03-09 20:17:45 +00:00
main.py feat: add LLM-assisted dataset detection using ephemeral GGUF helper 2026-03-10 09:20:45 +00:00
run.py Add AGPL-3.0 SPDX headers to all source files 2026-03-09 20:17:45 +00:00