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best_model – AI Model by hussamsal | AlphaNeural AI
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hussamsal
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best_model
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peft
safetensors
generated_from_trainer
mistralai/Mistral-7B-Instruct-v0.2
adapter
apache-2.0
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best_model
This model is a fine-tuned version of
mistralai/Mistral-7B-Instruct-v0.2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 2.0978
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
The following
bitsandbytes
quantization config was used during training:
quant_method: bitsandbytes
load_in_8bit: False
load_in_4bit: True
llm_int8_threshold: 6.0
llm_int8_skip_modules: None
llm_int8_enable_fp32_cpu_offload: False
llm_int8_has_fp16_weight: False
bnb_4bit_quant_type: nf4
bnb_4bit_use_double_quant: False
bnb_4bit_compute_dtype: float16
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 0.0002
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
training_steps: 4
Training results
Training Loss
Epoch
Step
Validation Loss
2.2888
0.02
4
2.0978
Framework versions
PEFT 0.4.0
Transformers 4.37.2
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.15.2
