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Add fiat-crypto git-history proof-engineering eval (fiat-crypto-curated-v3-dc0abd63): 11,131 curated challenges + dataset card

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  1. .gitattributes +1 -0
  2. README.md +170 -0
  3. train.jsonl +3 -0
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README.md ADDED
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+ ---
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+ license: mit
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+ language:
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+ - en
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+ pretty_name: fiat-crypto Proof-Engineering Eval (git-history-mined)
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+ tags:
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+ - formal-verification
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+ - theorem-proving
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+ - proof-synthesis
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+ - coq
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+ - fiat-crypto
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+ - cryptography
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+ - git-history
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+ task_categories:
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+ - text-generation
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+ size_categories:
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+ - 10K<n<100K
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: train.jsonl
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+ ---
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+
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+ # fiat-crypto Proof-Engineering Eval
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+
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+ Proof-synthesis challenges **mined from the git history** of
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+ [mit-plv/fiat-crypto](https://github.com/mit-plv/fiat-crypto), the Coq framework
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+ that synthesises *correct-by-construction* field-arithmetic code for elliptic
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+ curves — the verified crypto primitives behind Curve25519 and friends, shipped in
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+ production (BoringSSL, Signal). Each challenge is a real proof-engineering edit a
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+ human made in a single commit: the repository state *before* the commit is the
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+ **challenge**, the state *after* is the ground-truth **solution**, and the model
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+ must reconstruct the human's proof/spec work.
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+
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+ ## How it was mined
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+
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+ One versioned cut produced by the
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+ [git-history-evals](https://github.com/for-all-dev/git-history-evals) scaffold — a
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+ profile-driven miner that walks a proof repo's history and extracts
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+ `(commit, file)` challenges wherever a commit's diff to a Coq (`.v`) file fills a
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+ "hole" (adds or changes a proof or specification).
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+
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+ - **Source repo:** `mit-plv/fiat-crypto` (Coq)
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+ - **Dataset version:** `fiat-crypto-curated-v3-dc0abd63`
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+ - **Miner:** agent-synthesised profile (`anthropic:claude-sonnet-4-6`)
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+ - **Commits mined:** 4,798 (the SHA list in the manifest is the reproducibility source of truth)
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+ - **Proof assistant:** Coq
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+
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+ ### Curation
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+
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+ Every mined candidate passes an LLM curation gate (tiered cheap→decision models)
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+ that asks *"is this a substantive proof-engineering edit, or noise?"* — rejecting
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+ whitespace, comment, import-only, and copyright-header diffs while keeping
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+ tactic-body edits, definition/lemma/theorem changes, and spec changes. **Only
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+ rows that passed curation (`curation_verdict == "accept"`) are included here.**
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+ The verdict, deciding model, and rationale are retained on each row for auditing.
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+
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+ ## Statistics
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+
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+ | | |
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+ |---|---|
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+ | Challenges (rows) | **11,131** |
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+ | Source commits | 4,798 |
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+ | Distinct files | 2,152 |
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+ | Curation verdict | 100% `accept` |
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+
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+ Challenge types: `proof_add` 11,125 · `spec_change` 6.
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+
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+ ## Row schema
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+
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+ One JSON object per line in `train.jsonl`:
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+
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+ | field | description |
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+ |---|---|
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+ | `task_id` | stable id, `fiat-crypto_<commit8>_<file8>` |
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+ | `repo` | `fiat-crypto` |
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+ | `proof_assistant` | `coq` |
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+ | `commit_hash` | the solving commit (state *after* = ground truth) |
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+ | `parent_hash` | the parent commit (state *before* = challenge) |
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+ | `commit_message` | upstream commit message (context; may describe a larger multi-file change) |
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+ | `file_path` | path of the edited file within the repo |
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+ | `challenge_type` | `proof_add` \| `spec_change` |
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+ | `challenge_file_content` | the file **before** the edit — what the model is given |
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+ | `solution_file_content` | the file **after** the edit — ground truth |
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+ | `holes_filled` | structured list of the hole(s) the commit filled (JSON string) |
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+ | `diff` | unified diff from challenge → solution |
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+ | `instructions` | natural-language task statement for the solver |
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+ | `curation_verdict` | `accept` (all retained rows) |
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+ | `curation_model` | model that produced the verdict |
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+ | `curation_rationale` | one-line justification |
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+
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+ See the [manifest schema](https://github.com/for-all-dev/git-history-evals/blob/master/artifacts/MANIFEST_SCHEMA.md)
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+ for the full contract.
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+
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+ ## Loading
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ ds = load_dataset("for-all-dev/fiat-crypto-eval", split="train")
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+ print(ds)
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+ ex = ds[0]
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+ print(ex["instructions"])
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+ print(ex["challenge_file_content"]) # give this to the model
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+ print(ex["solution_file_content"]) # ground truth
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+ ```
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+
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+ Or pull the raw file directly:
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+
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+ ```python
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+ from huggingface_hub import hf_hub_download
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+ path = hf_hub_download("for-all-dev/fiat-crypto-eval", "train.jsonl", repo_type="dataset")
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+ ```
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+
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+ ### Minimal solver sketch
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ ds = load_dataset("for-all-dev/fiat-crypto-eval", split="train")
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+
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+ def solve(example, model):
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+ prompt = f"{example['instructions']}\n\n--- file ---\n{example['challenge_file_content']}"
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+ candidate = model.complete(prompt) # your model here
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+ return candidate # a full proposed file
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+
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+ # Ground-truth scoring is exact (match against solution_file_content) or, better,
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+ # behavioural: splice `candidate` into a fiat-crypto checkout at `parent_hash`
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+ # and run `coqc`/`make` to see whether the proof compiles.
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+ ```
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+
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+ The behavioural scorer (splice → compile) is the faithful one; exact-match is a
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+ cheap proxy. The
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+ [`experiments/`](https://github.com/for-all-dev/git-history-evals/tree/master/experiments)
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+ runner implements exactly this for fiat-crypto (layered Docker per-commit Coq
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+ builds).
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+
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+ ## Limitations
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+
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+ - **Heuristic mining + LLM curation.** Challenges are found by diff heuristics
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+ and filtered by an LLM judge; both can mislabel. Verdicts are kept on-row so
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+ you can re-filter.
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+ - **Whole-file granularity.** A row is a `(commit, file)` pair; a single commit
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+ touching several files becomes several rows that share a `commit_message`.
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+ - **Training-set contamination.** fiat-crypto is public OSS and likely in
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+ frontier-model pretraining corpora — prefer relative/ablation comparisons over
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+ absolute scores.
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+ - **Pre-canonical row shape** (`schema.row_version: 0`): the `(commit, file)` +
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+ `holes_filled` layout predates the canonical per-theorem row; see the manifest.
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+
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+ ## Attribution & citation
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+
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+ Derived from **fiat-crypto** © the fiat-crypto authors, which upstream is offered
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+ under the **MIT**, **Apache-2.0**, and **BSD-1-Clause** licenses (your choice);
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+ this dataset redistributes excerpts under MIT. Upstream:
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+ [mit-plv/fiat-crypto](https://github.com/mit-plv/fiat-crypto).
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+
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+ Mining scaffold: [for-all-dev/git-history-evals](https://github.com/for-all-dev/git-history-evals)
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+ (Forall R&D).
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+
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+ ```bibtex
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+ @misc{fiatcrypto-eval-githistory,
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+ title = {fiat-crypto Proof-Engineering Eval (git-history-mined)},
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+ author = {{Forall R&D}},
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+ year = {2026},
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+ howpublished = {\url{https://huggingface.co/datasets/for-all-dev/fiat-crypto-eval}},
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+ note = {Derived from mit-plv/fiat-crypto (MIT/Apache-2.0/BSD-1-Clause)}
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+ }
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+ ```
train.jsonl ADDED
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+ oid sha256:287b126d41381c03d9da431ccb8cb09793193ffe8ee59a61b0cbd0866c65d548
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+ size 718969603