chatbot-arena-20240726

hasibirok0/chatbot-arena-20240726

chatbot-arena-20240726 is a machine learning model from hasibirok0. 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 gemma.

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

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Repo size

586 MB

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Hugging Face

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.safetensors31.6 MB · 64%

At a glance

Library: peft
License: gemma
Access: Public
Created: Jul 26, 2024
Updated: Aug 5, 2024
SHA: d6175c3b

Base models

unsloth/gemma-2-9b-it-bnb-4bit

Model card

From the Hugging Face model README

chatbot-arena-20240726

This model is a fine-tuned version of unsloth/gemma-2-9b-it-bnb-4bit on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9601
Acc: 0.5312
Log Loss: 0.9601

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 30
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Acc	Log Loss
1.1335	0.2195	100	1.0572	0.4740	1.0572
1.0353	0.4391	200	1.1517	0.4740	1.1517
0.9498	0.6586	300	0.9858	0.5182	0.9858
0.9488	0.8782	400	0.9601	0.5312	0.9601

Framework versions

PEFT 0.11.1
Transformers 4.43.3
Pytorch 2.1.1+cu121
Datasets 2.18.0
Tokenizers 0.19.1

Library: peft
License: gemma
Created: Jul 26, 2024
Updated: Aug 5, 2024