llama3-mammoth-dcft

EtashGuha/llama3-mammoth-dcft

llama3-mammoth-dcft is a text generation model from EtashGuha. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.

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

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At a glance

Task: Text Generation
Library: transformers
License: llama3
Model type: llama
Access: Public
Created: Oct 25, 2024
Updated: Oct 31, 2024
SHA: a76b5901

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Base models

meta-llama/Meta-Llama-3-8B

Model card

From the Hugging Face model README

llama3-mammoth-dcft

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0635

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: 5e-06
train_batch_size: 16
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 8
total_train_batch_size: 512
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.1
lr_scheduler_warmup_steps: 1738
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.8889	2	1.1009
No log	1.7778	4	1.0781
No log	2.6667	6	1.0635

Framework versions

Transformers 4.45.2
Pytorch 2.4.1+cu121
Datasets 2.21.0
Tokenizers 0.20.1

Task: Text Generation
Library: transformers
Type: llama
License: llama3
Created: Oct 25, 2024
Updated: Oct 31, 2024