ContractGenerationNWP_LLama3.1-8bunsloth

Hiranmai49/ContractGenerationNWP_LLama3.1-8bunsloth

ContractGenerationNWP_LLama3.1-8bunsloth 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 llama3.

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

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Repo size

185 MB

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Hugging Face

Repo makeup

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.safetensors168 MB · 91%

At a glance

Library: peft
License: llama3
Access: Public
Created: Oct 28, 2024
Updated: Oct 29, 2024
SHA: 2690c90d

Base models

unsloth/llama-3-8b-bnb-4bit

Model card

From the Hugging Face model README

ContractGenerationNWP_LLama3.1-8bunsloth

This model is a fine-tuned version of unsloth/llama-3-8b-bnb-4bit on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7405

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
0.7405	0.1077	20000	0.7405

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: llama3
Created: Oct 28, 2024
Updated: Oct 29, 2024