Download training_info.json from AdityaNarayan/KAT-Dev-CPT-LoRA-HS-32K-maxToken-v1: direct link, hf CLI and curl.
- Browser
- Download file 3.98 kB
-
https://huggingface.co/AdityaNarayan/KAT-Dev-CPT-LoRA-HS-32K-maxToken-v1/resolve/main/training_info.json
- Command line
-
hf download hf://AdityaNarayan/KAT-Dev-CPT-LoRA-HS-32K-maxToken-v1/training_info.json
-
curl -L -o training_info.json https://huggingface.co/AdityaNarayan/KAT-Dev-CPT-LoRA-HS-32K-maxToken-v1/resolve/main/training_info.json
3.98 kB
| { | |
| "model": { | |
| "base_model": "Kwaipilot/KAT-Dev", | |
| "final_model_path": "./outputs/phased-kat-dev-lora_20251205_000541/final_model" | |
| }, | |
| "training_config": { | |
| "lora_r": 128, | |
| "lora_alpha": 256, | |
| "lora_dropout": 0.05, | |
| "learning_rate": 0.0001, | |
| "micro_batch_size": 1, | |
| "gradient_accumulation_steps": 6, | |
| "sequence_length": 32768, | |
| "train_split": 0.95, | |
| "val_split": 0.05 | |
| }, | |
| "hardware": { | |
| "num_gpus": 8, | |
| "gpu_name": "NVIDIA H200" | |
| }, | |
| "phases": [ | |
| { | |
| "phase": 1, | |
| "name": "Foundation", | |
| "dataset": "phase1_foundation.jsonl", | |
| "epochs": 3, | |
| "train_metrics": { | |
| "train_runtime": 9436.6955, | |
| "train_samples_per_second": 2.88, | |
| "train_steps_per_second": 0.06, | |
| "total_flos": 1.6641615376416768e+16, | |
| "train_loss": 0.29176438065012505, | |
| "entropy": 0.20519424066310976, | |
| "num_tokens": 8882376.0, | |
| "mean_token_accuracy": 0.950545616266204, | |
| "epoch": 3.0 | |
| }, | |
| "eval_metrics": { | |
| "eval_loss": 0.24340955913066864, | |
| "eval_runtime": 62.225, | |
| "eval_samples_per_second": 7.666, | |
| "eval_steps_per_second": 0.964, | |
| "eval_entropy": 0.23551432291666666, | |
| "eval_num_tokens": 8882376.0, | |
| "eval_mean_token_accuracy": 0.9330763538678487, | |
| "epoch": 3.0, | |
| "eval_perplexity": 1.2755909470694622 | |
| } | |
| }, | |
| { | |
| "phase": 2, | |
| "name": "Evolution", | |
| "dataset": "phase2_evolution.jsonl", | |
| "epochs": 2, | |
| "train_metrics": { | |
| "train_runtime": 10338.2916, | |
| "train_samples_per_second": 2.712, | |
| "train_steps_per_second": 0.057, | |
| "total_flos": 4.381908490256384e+16, | |
| "train_loss": 0.7254828861549039, | |
| "entropy": 0.5080015120967742, | |
| "num_tokens": 23480858.0, | |
| "mean_token_accuracy": 0.8641254305839539, | |
| "epoch": 2.0 | |
| }, | |
| "eval_metrics": { | |
| "eval_loss": 0.7661350965499878, | |
| "eval_runtime": 92.6646, | |
| "eval_samples_per_second": 7.964, | |
| "eval_steps_per_second": 1.004, | |
| "eval_entropy": 0.7210181451612904, | |
| "eval_num_tokens": 23480858.0, | |
| "eval_mean_token_accuracy": 0.8110371943443052, | |
| "epoch": 2.0, | |
| "eval_perplexity": 2.1514350757094487 | |
| } | |
| }, | |
| { | |
| "phase": 3, | |
| "name": "PR Mastery", | |
| "dataset": "phase3_pr_mastery.jsonl", | |
| "epochs": 2, | |
| "train_metrics": { | |
| "train_runtime": 5479.5736, | |
| "train_samples_per_second": 2.829, | |
| "train_steps_per_second": 0.059, | |
| "total_flos": 2.885146660097229e+16, | |
| "train_loss": 0.5378207373030391, | |
| "entropy": 0.47805059523809523, | |
| "num_tokens": 15454180.0, | |
| "mean_token_accuracy": 0.8748719777379718, | |
| "epoch": 2.0 | |
| }, | |
| "eval_metrics": { | |
| "eval_loss": 0.5605510473251343, | |
| "eval_runtime": 49.9945, | |
| "eval_samples_per_second": 8.161, | |
| "eval_steps_per_second": 1.02, | |
| "eval_entropy": 0.5254289215686274, | |
| "eval_num_tokens": 15454180.0, | |
| "eval_mean_token_accuracy": 0.8568766397588393, | |
| "epoch": 2.0, | |
| "eval_perplexity": 1.7516374695420183 | |
| } | |
| } | |
| ], | |
| "phase_checkpoints": [ | |
| "./outputs/phased-kat-dev-lora_20251205_000541/phase1_phase1_foundation/final_checkpoint", | |
| "./outputs/phased-kat-dev-lora_20251205_000541/phase2_phase2_evolution/final_checkpoint", | |
| "./outputs/phased-kat-dev-lora_20251205_000541/phase3_phase3_pr_mastery/final_checkpoint" | |
| ], | |
| "summary": { | |
| "initial_loss": 0.29176438065012505, | |
| "final_loss": 0.5378207373030391, | |
| "initial_eval_loss": 0.24340955913066864, | |
| "final_eval_loss": 0.5605510473251343, | |
| "initial_perplexity": 1.2755909470694622, | |
| "final_perplexity": 1.7516374695420183, | |
| "total_epochs": 7, | |
| "total_phases": 3 | |
| }, | |
| "timestamp": "20251205_000541", | |
| "run_name": "phased-kat-dev-lora", | |
| "output_directory": "./outputs/phased-kat-dev-lora_20251205_000541" | |
| } |