llama-3.2-1b-chatbot

Akshit-77/llama-3.2-1b-chatbot

llama-3.2-1b-chatbot is a text generation model from Akshit-77. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.2.

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

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Hugging Face

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Base models

meta-llama/Llama-3.2-1B-Instruct

Model card

From the Hugging Face model README

llama-3.2-1b-chatbot

This model is a fine-tuned version of meta-llama/Llama-3.2-1B-Instruct on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.0427

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: 0.0005
train_batch_size: 16
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 8
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.0225	0.9292	200	1.8304
1.6078	1.8583	400	1.6927
1.2908	2.7875	600	1.6325
0.9933	3.7166	800	1.6399
0.7213	4.6458	1000	1.7003
0.5211	5.5749	1200	1.8297
0.3823	6.5041	1400	1.9689
0.3114	7.4332	1600	2.0427

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: llama
License: llama3.2
Created: Nov 1, 2024
Updated: Nov 1, 2024