初始化项目,由ModelHub XC社区提供模型
Model: millat/mistral-7b-indian-university-guidance Source: Original Platform
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reports/research/epoch_3/metrics.json
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61
reports/research/epoch_3/metrics.json
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{
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"epoch": 3,
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"timestamp": "2026-01-24T10:58:32.823677",
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"training": {
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"final_loss": 0.10161419559385874,
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"total_steps": 1191,
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"learning_rate": 0.0002,
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"batch_size": 16
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},
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"evaluation": {
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"eval_loss": 0.3753533959388733,
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"eval_runtime": 150.6713,
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"eval_samples_per_second": 4.679,
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"eval_steps_per_second": 1.175,
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"epoch": 3.0,
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"perplexity": 1.4555056935419122
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},
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"perplexity": 1.4555056935419122,
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"lora_info": {
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"epoch": 3,
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"epoch_path": "/content/drive/MyDrive/Indian_Uni_Model_Training/models/lora_adapters/epoch_3",
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"latest_path": "/content/drive/MyDrive/Indian_Uni_Model_Training/models/lora_adapters",
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"size_gb": 0.172,
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"status": "success"
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},
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"hardware": {
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"gpu": {
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"peak_memory_gb": 11.954010624,
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"avg_memory_gb": 5.191932421389474,
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"samples": 95
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},
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"ram": {
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"peak_used_gb": 5.945511936,
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"avg_used_gb": 5.1532530526315785,
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"peak_percent": 46.7
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},
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"total_time_minutes": 72.3125548839569
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},
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"config": {
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"model_name": "unsloth/mistral-7b-instruct-v0.3-bnb-4bit",
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"dataset_name": "millat/indian_university_guidance_for_bangladeshi_students",
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"max_seq_length": 512,
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"load_in_4bit": true,
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"lora_r": 32,
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"lora_alpha": 32,
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"lora_dropout": 0,
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"num_train_epochs": 3,
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"per_device_train_batch_size": 4,
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"gradient_accumulation_steps": 4,
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"learning_rate": 0.0002,
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"warmup_steps": 10,
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"logging_steps": 5,
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"save_steps": 50,
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"eval_steps": 50,
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"seed": 3407,
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"hf_repo_name": "mistral-7b-indian-university-guidance",
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"wandb_project": "mistral-7b-indian-university-guidance",
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"force_retrain": false,
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"auto_increment_epochs": true
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}
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}
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