Text Generation
Transformers
GGUF
MLX
Japanese
asr-error-correction
japanese
whisper
phonetics
constrained-decoding
on-device
text2text-generation
Instructions to use NagaYu/mondegreen with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use NagaYu/mondegreen with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="NagaYu/mondegreen")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("NagaYu/mondegreen", device_map="auto") - MLX
How to use NagaYu/mondegreen with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("NagaYu/mondegreen") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- vLLM
How to use NagaYu/mondegreen with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "NagaYu/mondegreen" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "NagaYu/mondegreen", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/NagaYu/mondegreen
- SGLang
How to use NagaYu/mondegreen with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "NagaYu/mondegreen" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "NagaYu/mondegreen", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "NagaYu/mondegreen" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "NagaYu/mondegreen", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - MLX LM
How to use NagaYu/mondegreen with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "NagaYu/mondegreen" --prompt "Once upon a time"
- Docker Model Runner
How to use NagaYu/mondegreen with Docker Model Runner:
docker model run hf.co/NagaYu/mondegreen
- Atomic Chat
| { | |
| "config": { | |
| "glossary_sizes": [ | |
| 10, | |
| 30, | |
| 100, | |
| 300, | |
| 1000, | |
| 3000, | |
| 10000 | |
| ], | |
| "control_sizes": [ | |
| 100, | |
| 1000, | |
| 9000 | |
| ], | |
| "n_target_terms": 100, | |
| "n_sentences": 400, | |
| "n_train_sentences": 700, | |
| "n_train_glossary": 400, | |
| "tau": 0.28, | |
| "gate_threshold": 0.5, | |
| "max_damage_rate": 0.01, | |
| "gate_train_tau": 0.45, | |
| "gate_train_max_raw": 1.2, | |
| "seed": 20260823, | |
| "gate_path": null, | |
| "include_cloud": false, | |
| "quantized_model": null, | |
| "reader": "auto", | |
| "hallucination_patterns": [ | |
| "ご視聴ありがとうございました", | |
| "ご視聴ありがとうございます", | |
| "ご清聴ありがとうございました", | |
| "最後までご視聴いただきありがとうございました", | |
| "チャンネル登録お願いします", | |
| "チャンネル登録よろしくお願いします", | |
| "高評価とチャンネル登録をお願いします", | |
| "次回もお楽しみに", | |
| "また次の動画でお会いしましょう", | |
| "本日はご覧いただきありがとうございます", | |
| "字幕視聴ありがとうございました", | |
| "この動画は自動生成された字幕です", | |
| "エンディング", | |
| "おわり", | |
| "終わり", | |
| "スタッフのみなさん、ありがとうございました", | |
| "皆さんこんにちは", | |
| "はい", | |
| "うん", | |
| "ありがとうございました" | |
| ], | |
| "simulation": { | |
| "prompt_recovery_max": 0.55, | |
| "prompt_recovery_decay": 4.0, | |
| "prompt_recovery_offprompt": 0.02, | |
| "prompt_intrusion": 0.015, | |
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| "seed": 20260823.0 | |
| } | |
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| "cpu_brand": "Apple M2", | |
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| "provenance": "simulated", | |
| "provenance_note": "Conditions marked 'simulated' come from mondegreen.simulate / mondegreen.baselines, whose stated assumptions are in config.simulation. Re-run scripts/harvest_errors.py --mode real and mondegreen bench --cloud to replace them with measurements.", | |
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| "edits": 326.0, | |
| "damaging_edits": 1.0, | |
| "repairing_edits": 325.0, | |
| "neutral_edits": 0.0, | |
| "damage_rate_chars": 9.380863039399625e-05, | |
| "damage_rate_terms": 0.0, | |
| "damage_rate_edits": 0.003067484662576687, | |
| "repair_rate_edits": 0.9969325153374233 | |
| }, | |
| "cer_improvement": 0.17371528886051707, | |
| "cer_improvement_rel": 0.6111734980348119, | |
| "term_recall_gain": 0.41081517352703795, | |
| "hallucination": { | |
| "hallucinations": 70.0, | |
| "removed": 52.0, | |
| "removal_rate": 0.7428571428571429, | |
| "legitimate_occurrences": 0.0, | |
| "false_removals": 0.0, | |
| "false_removal_rate": 0.0 | |
| } | |
| }, | |
| "extra": { | |
| "note": "no quantised checkpoint supplied; (E) reported as (D) with the LM re-ranking term absent -- which is quantisation's worst case, bounded by tests/test_quantization.py. Pass --quantized-model to measure the real number." | |
| } | |
| }, | |
| { | |
| "condition": "A", | |
| "label": "raw Whisper (no correction)", | |
| "glossary_size": 100, | |
| "sweep": "distractor", | |
| "provenance": "simulated", | |
| "metrics": { | |
| "n": 400, | |
| "cer": 0.2842323651452282, | |
| "cer_baseline": 0.2842323651452282, | |
| "wer": 0.25413082070189813, | |
| "wer_baseline": 0.25413082070189813, | |
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| "recovered": 30, | |
| "total": 130, | |
| "recall": 0.23076923076923078, | |
| "by_category": { | |
| "person": { | |
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| "total": 71, | |
| "recall": 0.19718309859154928 | |
| }, | |
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| "total": 43, | |
| "recall": 0.18604651162790697 | |
| }, | |
| "org": { | |
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| }, | |
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| "recall": 0.5 | |
| } | |
| } | |
| }, | |
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| "recovered": 30, | |
| "total": 130, | |
| "recall": 0.23076923076923078, | |
| "by_category": { | |
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| "recall": 0.19718309859154928 | |
| }, | |
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| "total": 43, | |
| "recall": 0.18604651162790697 | |
| }, | |
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| }, | |
| "jargon": { | |
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| "recall": 0.5 | |
| } | |
| } | |
| }, | |
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| }, | |
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| } | |
| } | |
| }, | |
| { | |
| "condition": "A", | |
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| "sweep": "distractor", | |
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| "metrics": { | |
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| "cer_baseline": 0.2842323651452282, | |
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| "wer_baseline": 0.25413082070189813, | |
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| "recovered": 30, | |
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| "recall": 0.19718309859154928 | |
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| "recall": 0.5 | |
| } | |
| } | |
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| } | |
| } | |
| }, | |
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| } | |
| } | |
| }, | |
| { | |
| "condition": "A", | |
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| "metrics": { | |
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| } | |
| } | |
| }, | |
| "damage": { | |
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| } | |
| }, | |
| { | |
| "condition": "B", | |
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| "glossary_size": 100, | |
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| "metrics": { | |
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| } | |
| }, | |
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| }, | |
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| }, | |
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| }, | |
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| { | |
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| } | |
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| } | |
| }, | |
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| "cloud_rewrite_rate": 0.08, | |
| "cloud_hallucination_removal": 0.8, | |
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| }, | |
| "recovered_spans": 61, | |
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| "note": "requires shipping the transcript to a third party", | |
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| } | |
| }, | |
| { | |
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| { | |
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| { | |
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| } | |
| ] | |
| }, | |
| "throughput": [ | |
| { | |
| "label": "D@10", | |
| "n_texts": 150, | |
| "chars": 5254, | |
| "seconds": 0.9162743329980003, | |
| "chars_per_second": 5734.090556492175, | |
| "hours_of_audio_per_second": 0.27305193126153215, | |
| "seconds_per_hour_of_audio": 3.662307002846975, | |
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| "glossary_terms": 10, | |
| "machine": { | |
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| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.003s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| }, | |
| { | |
| "label": "D@30", | |
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| "chars": 5254, | |
| "seconds": 0.9786489579964837, | |
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| "hours_of_audio_per_second": 0.2556488454273459, | |
| "seconds_per_hour_of_audio": 3.911615553469006, | |
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| "glossary_terms": 30, | |
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| "machine": "arm64", | |
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| "python": "3.13.5", | |
| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.004s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| }, | |
| { | |
| "label": "D@100", | |
| "n_texts": 150, | |
| "chars": 5254, | |
| "seconds": 1.2076335409983585, | |
| "chars_per_second": 4350.6575642611615, | |
| "hours_of_audio_per_second": 0.20717416972672198, | |
| "seconds_per_hour_of_audio": 4.826856558996104, | |
| "peak_rss_mb": 164.875, | |
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| "glossary_terms": 100, | |
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| "platform": "macOS-26.6.2-arm64-arm-64bit-Mach-O", | |
| "machine": "arm64", | |
| "processor": "arm", | |
| "python": "3.13.5", | |
| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.008s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| }, | |
| { | |
| "label": "D@300", | |
| "n_texts": 150, | |
| "chars": 5254, | |
| "seconds": 1.811501791999035, | |
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| "seconds_per_hour_of_audio": 7.240490603726634, | |
| "peak_rss_mb": 166.09375, | |
| "corrections": 2, | |
| "glossary_terms": 300, | |
| "machine": { | |
| "platform": "macOS-26.6.2-arm64-arm-64bit-Mach-O", | |
| "machine": "arm64", | |
| "processor": "arm", | |
| "python": "3.13.5", | |
| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.018s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| }, | |
| { | |
| "label": "D@1000", | |
| "n_texts": 150, | |
| "chars": 5254, | |
| "seconds": 3.0188671670002805, | |
| "chars_per_second": 1740.3879367175587, | |
| "hours_of_audio_per_second": 0.08287561603416946, | |
| "seconds_per_hour_of_audio": 12.066275315379881, | |
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| "glossary_terms": 1000, | |
| "machine": { | |
| "platform": "macOS-26.6.2-arm64-arm-64bit-Mach-O", | |
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| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.037s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| }, | |
| { | |
| "label": "D@3000", | |
| "n_texts": 150, | |
| "chars": 5254, | |
| "seconds": 4.964868040999136, | |
| "chars_per_second": 1058.2355777864095, | |
| "hours_of_audio_per_second": 0.050392170370781406, | |
| "seconds_per_hour_of_audio": 19.8443526572101, | |
| "peak_rss_mb": 173.171875, | |
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| "glossary_terms": 3000, | |
| "machine": { | |
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| "machine": "arm64", | |
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| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.065s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| }, | |
| { | |
| "label": "D@10000", | |
| "n_texts": 150, | |
| "chars": 5254, | |
| "seconds": 11.320105165999848, | |
| "chars_per_second": 464.129963719815, | |
| "hours_of_audio_per_second": 0.022101426843800714, | |
| "seconds_per_hour_of_audio": 45.245947561095704, | |
| "peak_rss_mb": 195.71875, | |
| "corrections": 115, | |
| "glossary_terms": 10000, | |
| "machine": { | |
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| "python": "3.13.5", | |
| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.156s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| } | |
| ], | |
| "retrieval_recall": { | |
| "queries": 60.0, | |
| "exhaustive_hits": 300.0, | |
| "recovered": 299.0, | |
| "missed": 1.0, | |
| "recall": 0.9966666666666667 | |
| }, | |
| "elapsed_seconds": 416.9022165419992, | |
| "summary": { | |
| "by_condition": { | |
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| "10000": { | |
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| } | |
| }, | |
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| }, | |
| "1000": { | |
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| "3000": { | |
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| }, | |
| "10000": { | |
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| "wer": 0.2508534753516318, | |
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| } | |
| }, | |
| "C": { | |
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| }, | |
| "100": { | |
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| "term_recall": 0.26472962066182404, | |
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| }, | |
| "1000": { | |
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| } | |
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| "damage_rate_chars": 9.380863039399625e-05, | |
| "damage_rate_terms": 0.0, | |
| "damage_rate_edits": 0.003067484662576687, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "simulated" | |
| } | |
| }, | |
| "E": { | |
| "10": { | |
| "cer": 0.23723268432812, | |
| "wer": 0.21371022804861395, | |
| "term_recall": 0.2542372881355932, | |
| "damage_rate_chars": 0.0, | |
| "damage_rate_terms": 0.0, | |
| "damage_rate_edits": 0.0, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "not-measured" | |
| }, | |
| "30": { | |
| "cer": 0.23715288860517075, | |
| "wer": 0.21343711593609177, | |
| "term_recall": 0.25585149313962874, | |
| "damage_rate_chars": 0.0, | |
| "damage_rate_terms": 0.0, | |
| "damage_rate_edits": 0.0, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "not-measured" | |
| }, | |
| "100": { | |
| "cer": 0.236594318544526, | |
| "wer": 0.21302744776730848, | |
| "term_recall": 0.258272800645682, | |
| "damage_rate_chars": 0.0001876172607879925, | |
| "damage_rate_terms": 0.003194888178913738, | |
| "damage_rate_edits": 0.2, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "not-measured" | |
| }, | |
| "300": { | |
| "cer": 0.23507819980849026, | |
| "wer": 0.21152533114843644, | |
| "term_recall": 0.26634382566585957, | |
| "damage_rate_chars": 0.0001876172607879925, | |
| "damage_rate_terms": 0.003194888178913738, | |
| "damage_rate_edits": 0.1, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "not-measured" | |
| }, | |
| "1000": { | |
| "cer": 0.22334822853495054, | |
| "wer": 0.20182985115389868, | |
| "term_recall": 0.31476997578692495, | |
| "damage_rate_chars": 0.00075046904315197, | |
| "damage_rate_terms": 0.01597444089456869, | |
| "damage_rate_edits": 0.1, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "not-measured" | |
| }, | |
| "3000": { | |
| "cer": 0.19222789658474307, | |
| "wer": 0.18161955482725659, | |
| "term_recall": 0.4100080710250202, | |
| "damage_rate_chars": 0.0012195121951219512, | |
| "damage_rate_terms": 0.02875399361022364, | |
| "damage_rate_edits": 0.07462686567164178, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "not-measured" | |
| }, | |
| "10000": { | |
| "cer": 0.11051707628471114, | |
| "wer": 0.1216714461286358, | |
| "term_recall": 0.6634382566585957, | |
| "damage_rate_chars": 9.380863039399625e-05, | |
| "damage_rate_terms": 0.0, | |
| "damage_rate_edits": 0.003067484662576687, | |
| "hallucination_removal": 0.7428571428571429, | |
| "provenance": "not-measured" | |
| } | |
| } | |
| }, | |
| "operating_point": { | |
| "threshold": 0.65, | |
| "correction_rate": 0.5496760259179265, | |
| "damage_rate": 0.0, | |
| "edit_damage_rate": 0.006097560975609756, | |
| "accepted": 328.0, | |
| "repairs": 326.0, | |
| "damages": 2.0, | |
| "neutrals": 0.0 | |
| }, | |
| "throughput": { | |
| "label": "D@10000", | |
| "n_texts": 150, | |
| "chars": 5254, | |
| "seconds": 11.320105165999848, | |
| "chars_per_second": 464.129963719815, | |
| "hours_of_audio_per_second": 0.022101426843800714, | |
| "seconds_per_hour_of_audio": 45.245947561095704, | |
| "peak_rss_mb": 195.71875, | |
| "corrections": 115, | |
| "glossary_terms": 10000, | |
| "machine": { | |
| "platform": "macOS-26.6.2-arm64-arm-64bit-Mach-O", | |
| "machine": "arm64", | |
| "processor": "arm", | |
| "python": "3.13.5", | |
| "cpu_count": 8, | |
| "cpu_brand": "Apple M2", | |
| "memory_gb": 16.0 | |
| }, | |
| "notes": "cold_start=0.156s (index build + reader init, excluded from throughput); 1h of audio assumed to be 21000 characters" | |
| } | |
| } | |
| } |