| --- |
| pretty_name: transformers issues & PRs — a funes memory |
| tags: |
| - funes |
| - github |
| - transformers |
| size_categories: |
| - 100K<n<1M |
| --- |
| |
| # huggingface/transformers issues and pull requests, as a funes memory |
|
|
| Every issue and pull request of [huggingface/transformers](https://github.com/huggingface/transformers) |
| with activity since 2018-01-01 — opening bodies, comments, reviews, inline review comments and PR |
| diffs — chunked, embedded and written to a [Lance](https://lancedb.github.io/lance/) table by |
| [funes](https://github.com/huggingface/funes), so the tracker can be searched by meaning and read |
| back thread by thread. Kept fresh every few minutes by the |
| [funes-github](https://huggingface.co/spaces/dacorvo/transformers-gh-index) Space. |
|
|
| ## Use it |
|
|
| Set funes up for your agent the usual way, once — `funes add claude` or `funes add codex` — and keep |
| your own sessions as its default memory. Then tell the agent this memory exists, either way: |
|
|
| - **A skill**, loaded when the topic comes up: |
|
|
| ```bash |
| hf download dacorvo/transformers-gh-memory --repo-type dataset --include 'skills/*' --local-dir ~/.claude # Claude Code |
| hf download dacorvo/transformers-gh-memory --repo-type dataset --include 'skills/*' --local-dir ~/.codex # Codex |
| ``` |
|
|
| - **A paragraph in `CLAUDE.md` or `AGENTS.md`**: |
|
|
| > `dacorvo/transformers-gh-memory` is a funes memory of huggingface/transformers issues and PRs. |
| > For questions about transformers issues, PRs, reviews or who said what, pass it as the `memory` |
| > argument of the funes tools (`recall`, `get`, `sessions`). One session is one thread, |
| > `gh/huggingface/transformers#<number>`. |
|
|
| Then ask in plain words: |
|
|
| - why are the experts sharded on the TP mesh for masked expert parallelism? |
| - what was decided about byte fallback when loading the SentencePiece backend tokenizer? |
| - read me the review of PR #48857 |
|
|
| (funes itself: `curl -fsSL https://huggingface.co/buckets/huggingface/funes/resolve/install.sh | sh`) |
|
|
| ## What is in a thread |
|
|
| One thread is one funes session, `gh/huggingface/transformers#<number>`. Its turns, in order: |
|
|
| | turn | text | role | |
| |---|---|---| |
| | opening | `**@login** opened issue/PR #n: title`, labels, body | the author's `author_association`, lowercased | |
| | comment | `**@login** wrote:` body | idem | |
| | review | `**@login** approved / requested changes / reviewed:` body | idem | |
| | inline review comment | `**@login** commented on \`path line n\`:` the last 8 lines of the hunk, body | idem | |
| | PR diff | `gh pr diff n` → the diff, capped at 200 KB | the PR author's | |
|
|
| `role` is GitHub's relationship to the project — `member`, `collaborator`, `contributor`, |
| `first_time_contributor`, `none` — or `bot` for automation (github-actions, the Copilot reviewer, |
| the docs builder). The login stays in the text, so "what did ArthurZucker say about …" works. |
| `harness` is `github`; the `repo` facet is `huggingface/transformers`. |
|
|
| ## What to expect |
|
|
| - **Append-only.** funes never rewrites. An edited body is a new turn stamped with its edit time; the |
| earlier text stays and recency ranks the newer one. Deleted comments stay. A lone comment edit does |
| not move a thread's `updated_at`, so it lands at the thread's next activity. |
| - **Freshness.** A thread updated on GitHub is here within about five minutes of its next activity. |
| - **Diffs** are indexed in funes's deferred tier: recall over the discussion is unaffected; they |
| answer "which PR touched this file". |
| - **Secrets.** Text is redacted at index time and a fail-closed scanner holds back anything that |
| slips through before it is published. |
|
|
| ## Provenance |
|
|
| Built by [`gh_to_funes.py`](https://huggingface.co/spaces/dacorvo/transformers-gh-index/blob/main/gh_to_funes.py) |
| from the GitHub REST and GraphQL APIs, into funes's |
| [turns-file format](https://github.com/huggingface/funes/blob/main/docs/funes-jsonl.md), then |
| `funes index` and `funes push`. Embeddings: `BAAI/bge-small-en-v1.5`. The texts are their authors' |
| words as published on GitHub, redistributed here for search; the diffs are code from |
| huggingface/transformers (Apache-2.0). Fork the Space to build the same memory for another project. |
|
|
| <!-- funes:stats --> |
| | | | |
| |---|---| |
| | Chunks | 1,292,614 | |
| | Embedding model | `BAAI/bge-small-en-v1.5` | |
| | Updated | 2026-10-22 | |
| <!-- /funes:stats --> |
|
|
