llama3_8b_baseline_instructskillmix

gsmyrnis/llama3_8b_baseline_instructskillmix

llama3_8b_baseline_instructskillmix is a text generation model from gsmyrnis. 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 31, 2024
Updated: Oct 31, 2024
SHA: 45bce649

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Base models

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

Model card

From the Hugging Face model README

llama3_8b_baseline_instructskillmix

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

Loss: 1.7067

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: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 32
total_train_batch_size: 1024
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

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.5333	1	1.8346
No log	1.6	3	1.7067

Framework versions

Transformers 4.44.2
Pytorch 2.4.0
Datasets 2.21.0
Tokenizers 0.19.1

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