Download letters-v2/metrics.json from paperweight/tinyfix: direct link, hf CLI and curl.
- Browser
- Download file 6.88 kB
-
https://huggingface.co/paperweight/tinyfix/resolve/main/letters-v2/metrics.json
- Command line
-
hf download hf://paperweight/tinyfix/letters-v2/metrics.json
-
curl -L -o metrics.json https://huggingface.co/paperweight/tinyfix/resolve/main/letters-v2/metrics.json
6.88 kB
| { | |
| "args": { | |
| "repo": "cfahlgren1/tinyfix-realword", | |
| "data_repo": "cfahlgren1/tinyfix-train-data", | |
| "data_dir": null, | |
| "run_name": "letters-v2", | |
| "fineweb_tokens": 70000000, | |
| "smoltalk_tokens": 50000000, | |
| "oasst_tokens": 1000000000000, | |
| "vocabulary": 20000, | |
| "embedding": 64, | |
| "hidden": 256, | |
| "steps": 40000, | |
| "batch": 4096, | |
| "learning_rate": 0.002, | |
| "misspellings_per_word": 16, | |
| "min_count": 5, | |
| "workers": 48, | |
| "tuning_pairs": 6000, | |
| "output": "/tmp/tinyfix-letters", | |
| "no_upload": false | |
| }, | |
| "parameters": 1960537, | |
| "train_minutes": 37.7, | |
| "validation": { | |
| "accuracy": 0.9536, | |
| "corrupted_accuracy": 0.928 | |
| }, | |
| "real_typos": { | |
| "torch": { | |
| "careful": { | |
| "thresholds": { | |
| "known_threshold": 7.0, | |
| "unknown_threshold": 7.0, | |
| "dev_gain": 2572 | |
| }, | |
| "dev": { | |
| "misspelling": { | |
| "right": 0.6022, | |
| "wrong": 0.024, | |
| "total": 4243 | |
| }, | |
| "real word": { | |
| "right": 0.0803, | |
| "wrong": 0.0017, | |
| "total": 1757 | |
| }, | |
| "all right": 0.4493, | |
| "all wrong": 0.0175, | |
| "email changed per 1000": 1.133, | |
| "github changed per 1000": 1.599 | |
| }, | |
| "test": { | |
| "misspelling": { | |
| "right": 0.6038, | |
| "wrong": 0.0255, | |
| "total": 2938 | |
| }, | |
| "real word": { | |
| "right": 0.0697, | |
| "wrong": 0.0075, | |
| "total": 1062 | |
| }, | |
| "all right": 0.462, | |
| "all wrong": 0.0208, | |
| "email changed per 1000": 0.766, | |
| "github changed per 1000": 1.0 | |
| } | |
| }, | |
| "eager": { | |
| "thresholds": { | |
| "known_threshold": 5.0, | |
| "unknown_threshold": 5.5, | |
| "dev_gain": 3023 | |
| }, | |
| "dev": { | |
| "misspelling": { | |
| "right": 0.6872, | |
| "wrong": 0.0358, | |
| "total": 4243 | |
| }, | |
| "real word": { | |
| "right": 0.1656, | |
| "wrong": 0.0074, | |
| "total": 1757 | |
| }, | |
| "all right": 0.5345, | |
| "all wrong": 0.0275, | |
| "email changed per 1000": 1.866, | |
| "github changed per 1000": 2.398 | |
| }, | |
| "test": { | |
| "misspelling": { | |
| "right": 0.6923, | |
| "wrong": 0.0412, | |
| "total": 2938 | |
| }, | |
| "real word": { | |
| "right": 0.1685, | |
| "wrong": 0.0113, | |
| "total": 1062 | |
| }, | |
| "all right": 0.5533, | |
| "all wrong": 0.0333, | |
| "email changed per 1000": 1.066, | |
| "github changed per 1000": 2.066 | |
| } | |
| } | |
| }, | |
| "matmul-gather": { | |
| "careful": { | |
| "thresholds": { | |
| "known_threshold": 10.5, | |
| "unknown_threshold": 7.5, | |
| "dev_gain": 2656 | |
| }, | |
| "dev": { | |
| "misspelling": { | |
| "right": 0.6462, | |
| "wrong": 0.0356, | |
| "total": 4243 | |
| }, | |
| "real word": { | |
| "right": 0.0507, | |
| "wrong": 0.0028, | |
| "total": 1757 | |
| }, | |
| "all right": 0.4718, | |
| "all wrong": 0.026, | |
| "email changed per 1000": 1.133, | |
| "github changed per 1000": 2.265 | |
| }, | |
| "test": { | |
| "misspelling": { | |
| "right": 0.6317, | |
| "wrong": 0.0453, | |
| "total": 2938 | |
| }, | |
| "real word": { | |
| "right": 0.0452, | |
| "wrong": 0.0009, | |
| "total": 1062 | |
| }, | |
| "all right": 0.476, | |
| "all wrong": 0.0335, | |
| "email changed per 1000": 0.833, | |
| "github changed per 1000": 1.4 | |
| } | |
| }, | |
| "eager": { | |
| "thresholds": { | |
| "known_threshold": 11.5, | |
| "unknown_threshold": 5.5, | |
| "dev_gain": 2845 | |
| }, | |
| "dev": { | |
| "misspelling": { | |
| "right": 0.7165, | |
| "wrong": 0.0556, | |
| "total": 4243 | |
| }, | |
| "real word": { | |
| "right": 0.0364, | |
| "wrong": 0.0023, | |
| "total": 1757 | |
| }, | |
| "all right": 0.5173, | |
| "all wrong": 0.04, | |
| "email changed per 1000": 1.866, | |
| "github changed per 1000": 3.464 | |
| }, | |
| "test": { | |
| "misspelling": { | |
| "right": 0.7243, | |
| "wrong": 0.063, | |
| "total": 2938 | |
| }, | |
| "real word": { | |
| "right": 0.0282, | |
| "wrong": 0.0009, | |
| "total": 1062 | |
| }, | |
| "all right": 0.5395, | |
| "all wrong": 0.0465, | |
| "email changed per 1000": 1.033, | |
| "github changed per 1000": 2.266 | |
| } | |
| } | |
| }, | |
| "matmul": { | |
| "careful": { | |
| "thresholds": { | |
| "known_threshold": 10.5, | |
| "unknown_threshold": 7.5, | |
| "dev_gain": 2608 | |
| }, | |
| "dev": { | |
| "misspelling": { | |
| "right": 0.6356, | |
| "wrong": 0.0368, | |
| "total": 4243 | |
| }, | |
| "real word": { | |
| "right": 0.0518, | |
| "wrong": 0.0028, | |
| "total": 1757 | |
| }, | |
| "all right": 0.4647, | |
| "all wrong": 0.0268, | |
| "email changed per 1000": 1.166, | |
| "github changed per 1000": 2.199 | |
| }, | |
| "test": { | |
| "misspelling": { | |
| "right": 0.6341, | |
| "wrong": 0.0439, | |
| "total": 2938 | |
| }, | |
| "real word": { | |
| "right": 0.0452, | |
| "wrong": 0.0028, | |
| "total": 1062 | |
| }, | |
| "all right": 0.4778, | |
| "all wrong": 0.033, | |
| "email changed per 1000": 0.866, | |
| "github changed per 1000": 1.4 | |
| } | |
| }, | |
| "eager": { | |
| "thresholds": { | |
| "known_threshold": 8.5, | |
| "unknown_threshold": 6.5, | |
| "dev_gain": 2822 | |
| }, | |
| "dev": { | |
| "misspelling": { | |
| "right": 0.6778, | |
| "wrong": 0.0481, | |
| "total": 4243 | |
| }, | |
| "real word": { | |
| "right": 0.1019, | |
| "wrong": 0.0057, | |
| "total": 1757 | |
| }, | |
| "all right": 0.5092, | |
| "all wrong": 0.0357, | |
| "email changed per 1000": 1.866, | |
| "github changed per 1000": 2.865 | |
| }, | |
| "test": { | |
| "misspelling": { | |
| "right": 0.6872, | |
| "wrong": 0.0511, | |
| "total": 2938 | |
| }, | |
| "real word": { | |
| "right": 0.1168, | |
| "wrong": 0.0075, | |
| "total": 1062 | |
| }, | |
| "all right": 0.5357, | |
| "all wrong": 0.0395, | |
| "email changed per 1000": 0.966, | |
| "github changed per 1000": 2.199 | |
| } | |
| } | |
| } | |
| }, | |
| "sizes_mb": { | |
| "matmul-gather": 2.15, | |
| "matmul": 6.05 | |
| }, | |
| "shipped": "matmul-gather" | |
| } | |