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bharathmuppa
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angular-coder-1.5b-lora

MLX
angular
lora
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angular-coder-1.5b-lora
File size: 1,375 Bytes
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{
    "adapter_path": "adapters",
    "batch_size": 2,
    "clear_cache_threshold": 0,
    "config": "configs/lora.yaml",
    "data": "data/sft",
    "fine_tune_type": "lora",
    "grad_accumulation_steps": 2,
    "grad_checkpoint": true,
    "iters": 1700,
    "learning_rate": 3e-05,
    "lora_parameters": {
        "rank": 16,
        "scale": 16.0,
        "dropout": 0.05,
        "keys": [
            "self_attn.q_proj",
            "self_attn.k_proj",
            "self_attn.v_proj",
            "self_attn.o_proj",
            "mlp.gate_proj",
            "mlp.up_proj",
            "mlp.down_proj"
        ]
    },
    "lr_schedule": {
        "name": "cosine_decay",
        "warmup": 50,
        "arguments": [
            3e-05,
            1700,
            1e-06
        ]
    },
    "mask_prompt": true,
    "max_seq_length": 1024,
    "model": "Qwen/Qwen2.5-Coder-1.5B-Instruct",
    "num_layers": 16,
    "optimizer": "adam",
    "optimizer_config": {
        "adam": {},
        "adamw": {},
        "muon": {},
        "sgd": {},
        "adafactor": {}
    },
    "project_name": null,
    "report_to": null,
    "resume_adapter_file": null,
    "save_every": 200,
    "seed": 7,
    "steps_per_eval": 100,
    "steps_per_report": 10,
    "test": false,
    "test_batches": 500,
    "train": true,
    "trust_remote_code": false,
    "val_batches": 25
}