500STEPS_1e5rate_Mistral_SFT_zeroshot – AI Model by tsavage68 | AlphaNeural AI

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tsavage68/
500STEPS_1e5rate_Mistral_SFT_zeroshot

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text-generation

generated_from_trainer

mistralai/Mistral-7B-v0.1

autotrain_compatible

text-generation-inference

endpoints_compatible

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500STEPS_1e5rate_Mistral_SFT

This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3056

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 4
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
training_steps: 500

Training results

Training Loss	Epoch	Step	Validation Loss
0.4023	0.1	50	0.3896
0.4307	0.2	100	0.5254
0.4229	0.29	150	0.3821
0.3898	0.39	200	0.4135
0.368	0.49	250	0.3505
0.3431	0.59	300	0.3352
0.3225	0.68	350	0.3216
0.3085	0.78	400	0.3110
0.2743	0.88	450	0.3061
0.3065	0.98	500	0.3056

Framework versions

Transformers 4.37.2
Pytorch 2.0.0+cu117
Datasets 2.17.0
Tokenizers 0.15.1