Instructions to use itsalissonsilva/CryptoReasoner-20B-Graph-Proofs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use itsalissonsilva/CryptoReasoner-20B-Graph-Proofs with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("openai/gpt-oss-20b") model = PeftModel.from_pretrained(base_model, "itsalissonsilva/CryptoReasoner-20B-Graph-Proofs") - Notebooks
- Google Colab
- Kaggle
Download fixture.json from itsalissonsilva/CryptoReasoner-20B-Graph-Proofs: direct link, hf CLI and curl.
- Browser
- Download file 21.7 kB
-
https://huggingface.co/itsalissonsilva/CryptoReasoner-20B-Graph-Proofs/resolve/main/fixture.json
- Command line
-
hf download hf://itsalissonsilva/CryptoReasoner-20B-Graph-Proofs/fixture.json
-
curl -L -o fixture.json https://huggingface.co/itsalissonsilva/CryptoReasoner-20B-Graph-Proofs/resolve/main/fixture.json
21.7 kB
| { | |
| "model": "CryptoReasoner-20B", | |
| "checkpoint": "proof-v5-learned-epoch-4", | |
| "dataset": "itsalissonsilva/crypto-protocol-traces-synthetic", | |
| "dataset_revision": "f32dedb95a889ae8ff550eb61ca2e8a1bd9db5f9", | |
| "source_file": "encryption_graphs_v1/rows.json", | |
| "rows_sha256": "3051cd3b9dfdb597a5be54873968908491d056f39ec6dd875f0bae847a20675c", | |
| "cases": [ | |
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| "id": "proof-v5-test_iid-0011-reachable", | |
| "split": "test_iid", | |
| "prompt_sha256": "f7abf9da9c9a7eaab4a7cfd02a0ed4cc91c3eded033777e43570b42a8a6cf87b" | |
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| { | |
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| "split": "test_iid", | |
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| "id": "proof-v5-test_topology-0036-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "c33ef4e8d86edf7f0137927c8a692f83ca99bfbf3d5c571dadeb46e4707b6835" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0036-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "59adef2df18d65977fe4f11af43b0db2b784c3fd1a9c2afd029c880e646eb25d" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0042-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "39d49a0fb8c62df7c8a3cbfed466278eea9e7b840c3372c58c2ea3a408b1256c" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0042-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "f30b49c825f4296d852afd119de8f2a5d18376943ca797536a252d7fbdf49263" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0046-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "77235260901953990854a302d5750d27486b4444745a93952d8561c7c7690bf5" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0046-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "2612532bf45f234fc514302541b58abf516a61e30f2a2777078bc7bb633227b4" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0048-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "d5f786586a373a1ff537d8f331f53a8ca815e046586420763c4aafad6a9b04bb" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0048-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "deecad6dd10c5f7f24bd26c44fdf13cdf0fe54d07f55e28dc7e80f951f375aea" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0060-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "1254a4890ad469208cb35f0b0c470255361d4f94f868b3fc406059108d478842" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0060-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "fa5aa0239d9b0d54f35fb0ba7ab4ebd9503bebc74c96aacc4aa77d48badfe878" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0063-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "d5d86020a7766886cbb6c5539ded6f02b19125c716c486f032fbb76f307a7722" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0063-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "eb4524534e1eabe3f2d43d01c334b3ca047f8368346e8a0a27e002943ca247dc" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0082-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "f0f9ff1bf3ba30eef0140482fd890584ba120ca55751904a92c79a7e136c5407" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0082-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "d55c546655840838621c17cfc9de465d914438aec25355fecc4cc1e15c7b8db1" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0094-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "69d9236446b06772dbe3ae43fd9578aee01192829cf5b938ada96a04e1874412" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0094-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "16201bdd90bfc8a27af16b2879d295ca119aceb65bb290372d1e5d284c5baa44" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0095-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "85a29232726650890da3bb368831f0126daca69348e9eecc893015d76d7e7776" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0095-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "da187f25325bacb2c2ec97ffb829db842646b7a0146ae9d80d8e24412bb2ab94" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0107-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "edcaf4f07fb7432475e52ad54201cd313a960760b7bbf12483e278fd33ef6e47" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0107-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "af7ad4134e47701ebc6a36c3ee28814b6c78ec83342f46865ade1eb53c4044a0" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0108-reachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "208a1461a8d7ae632f136895cfd4446191f395207e9bd401a5683f9a58063f77" | |
| }, | |
| { | |
| "id": "proof-v5-test_topology-0108-unreachable", | |
| "split": "test_topology", | |
| "prompt_sha256": "613ffa630ad287a7959e2d16496cae2246ef3cb8b2783ea39620cd6cfa0f02ee" | |
| } | |
| ], | |
| "selection": "16 complete paired groups per proof split, sorted by fixed salted group hash", | |
| "native": { | |
| "base": { | |
| "overall": { | |
| "n": 96, | |
| "certificate_pass_rate": 0.03125, | |
| "claim_accuracy": 0.4583333333333333, | |
| "mean_generated_tokens": 1373.40625, | |
| "token_caps": 12, | |
| "failure_types": { | |
| "not_closed": 36, | |
| "redundant_step": 2, | |
| "schema": 17, | |
| "unavailable_key": 26, | |
| "unclean_termination": 12, | |
| "valid": 3 | |
| } | |
| }, | |
| "test_depth": { | |
| "n": 32, | |
| "certificate_pass_rate": 0.03125, | |
| "claim_accuracy": 0.5625, | |
| "mean_generated_tokens": 1161.9375, | |
| "token_caps": 2, | |
| "failure_types": { | |
| "not_closed": 16, | |
| "schema": 3, | |
| "unavailable_key": 10, | |
| "unclean_termination": 2, | |
| "valid": 1 | |
| } | |
| }, | |
| "test_iid": { | |
| "n": 32, | |
| "certificate_pass_rate": 0.0625, | |
| "claim_accuracy": 0.40625, | |
| "mean_generated_tokens": 1366.96875, | |
| "token_caps": 5, | |
| "failure_types": { | |
| "not_closed": 12, | |
| "schema": 7, | |
| "unavailable_key": 6, | |
| "unclean_termination": 5, | |
| "valid": 2 | |
| } | |
| }, | |
| "test_topology": { | |
| "n": 32, | |
| "certificate_pass_rate": 0.0, | |
| "claim_accuracy": 0.40625, | |
| "mean_generated_tokens": 1591.3125, | |
| "token_caps": 5, | |
| "failure_types": { | |
| "not_closed": 8, | |
| "redundant_step": 2, | |
| "schema": 7, | |
| "unavailable_key": 10, | |
| "unclean_termination": 5 | |
| } | |
| } | |
| }, | |
| "learned": { | |
| "overall": { | |
| "n": 96, | |
| "certificate_pass_rate": 0.53125, | |
| "claim_accuracy": 0.9791666666666666, | |
| "mean_generated_tokens": 484.5520833333333, | |
| "token_caps": 0, | |
| "failure_types": { | |
| "not_closed": 6, | |
| "redundant_step": 6, | |
| "unavailable_key": 33, | |
| "valid": 51 | |
| } | |
| }, | |
| "test_depth": { | |
| "n": 32, | |
| "certificate_pass_rate": 0.5, | |
| "claim_accuracy": 0.96875, | |
| "mean_generated_tokens": 587.03125, | |
| "token_caps": 0, | |
| "failure_types": { | |
| "not_closed": 1, | |
| "unavailable_key": 15, | |
| "valid": 16 | |
| } | |
| }, | |
| "test_iid": { | |
| "n": 32, | |
| "certificate_pass_rate": 0.84375, | |
| "claim_accuracy": 1.0, | |
| "mean_generated_tokens": 406.625, | |
| "token_caps": 0, | |
| "failure_types": { | |
| "unavailable_key": 5, | |
| "valid": 27 | |
| } | |
| }, | |
| "test_topology": { | |
| "n": 32, | |
| "certificate_pass_rate": 0.25, | |
| "claim_accuracy": 0.96875, | |
| "mean_generated_tokens": 460.0, | |
| "token_caps": 0, | |
| "failure_types": { | |
| "not_closed": 5, | |
| "redundant_step": 6, | |
| "unavailable_key": 13, | |
| "valid": 8 | |
| } | |
| } | |
| } | |
| }, | |
| "primary_metric": "certificate_pass_rate", | |
| "pass_rule": "Overall paired HF primary metric must be greater with the adapter than with the base." | |
| } | |