llama_3_sky_o1_2_full

CharlesLi/llama_3_sky_o1_2_full

llama_3_sky_o1_2_full is a text generation model from CharlesLi. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.1.

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

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At a glance

Task: Text Generation
Library: transformers
License: llama3.1
Model type: llama
Access: Public
Created: Jan 13, 2025
Updated: Jan 13, 2025
SHA: 15a0905c

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Base models

meta-llama/Llama-3.1-8B-Instruct

Datasets

generator

Model card

From the Hugging Face model README

llama_3_sky_o1_2_full

This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the generator dataset. It achieves the following results on the evaluation set:

Loss: 0.7658

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: 2e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 2
total_train_batch_size: 32
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.8005	0.3968	100	0.8192
0.6847	0.7937	200	0.7721

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: llama
License: llama3.1
Created: Jan 13, 2025
Updated: Jan 13, 2025