ContractGenerationFT_Original_MistralInstruct-7BUnsloth

Hiranmai49/ContractGenerationFT_Original_MistralInstruct-7BUnsloth

ContractGenerationFT_Original_MistralInstruct-7BUnsloth is a machine learning model from Hiranmai49. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Nov 3, 2024
Updated: Nov 3, 2024
SHA: f2d2fac7

Base models

unsloth/mistral-7b-instruct-v0.3-bnb-4bit

Model card

From the Hugging Face model README

ContractGenerationFT_Original_MistralInstruct-7BUnsloth

This model is a fine-tuned version of unsloth/mistral-7b-instruct-v0.3-bnb-4bit on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6398

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: 0.0002
train_batch_size: 2
eval_batch_size: 8
seed: 3407
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Use adamw_8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5
training_steps: 20000

Training results

Training Loss	Epoch	Step	Validation Loss
0.6415	0.1077	20000	0.6398

Framework versions

PEFT 0.12.0
Transformers 4.46.0
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.20.1

Library: peft
License: apache-2.0
Created: Nov 3, 2024
Updated: Nov 3, 2024