KasparZ/mtext-050625_mistral-7B-v0.3_merged

Uploaded model

• Developed by: KasparZ

• License: apache-2.0

• Finetuned from model : unsloth/mistral-7b-v0.3-bnb-4bit

• • max_seq_length = 4096

• tokenizer.pad_token = tokenizer.eos_token

• model.config.pad_token_id = tokenizer.pad_token_id

• new_tokens = ["<|s|>", "<|e|>"]

• LoRA

• r = 128,

• target_modules = ["q_proj", "k_proj", "v_proj", "o_proj","gate_proj", "up_proj", "down_proj","embed_tokens", "lm_head"]

• lora_alpha = 32,

• lora_dropout = 0,

• bias = "none",

• use_gradient_checkpointing = "unsloth",

• random_state = 3407,

• use_rslora = True,

• loftq_config = None,

• Training

• per_device_train_batch_size = 1,

• gradient_accumulation_steps = 8,

• warmup_ratio = 0.1,

• num_train_epochs = 2,

• learning_rate = 1e-4,

• embedding_learning_rate = 5e-5,

• fp16 = True,

• bf16 = False,

• logging_steps = 1,

• optim = "adamw_8bit",

• weight_decay = 0.01,

• lr_scheduler_type = "cosine",

• seed = 3407,

• output_dir = "outputs",

• save_strategy = "steps",

• save_steps = 50,

• report_to = "none",

This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.