CFcontract_llama3.1-8B-unsloth

Hiranmai49/CFcontract_llama3.1-8B-unsloth

CFcontract_llama3.1-8B-unsloth 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

1 GB

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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 25, 2024
Updated: Oct 25, 2024
SHA: 679a39f4

Base models

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

Model card

From the Hugging Face model README

CFcontract_llama3.1-8B-unsloth

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: 1.9835

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.9976	206	1.3437
No log	2.0	413	1.3596
1.2049	2.9976	619	1.4431
1.2049	4.0	826	1.5887
0.5606	4.9976	1032	1.7751
0.5606	5.9855	1236	1.9835

Framework versions

PEFT 0.12.0
Transformers 4.45.2
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.20.1

Library: peft
License: llama3
Created: Oct 25, 2024
Updated: Oct 25, 2024