Mistral-7B-Q-Lora-0916

rishisuresh/Mistral-7B-Q-Lora-0916

Mistral-7B-Q-Lora-0916 is a text generation model from rishisuresh. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as apache-2.0.

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

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At a glance

Task: Text Generation
Library: peft
License: apache-2.0
Access: Public
Created: Sep 16, 2024
Updated: Sep 17, 2024
SHA: 4fb52498

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Base models

mistralai/Mistral-7B-v0.1

Model card

From the Hugging Face model README

Mistral-7B-Q-Lora-0916

This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6168

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: 1e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	90	0.6606
No log	2.0	180	0.6263
No log	3.0	270	0.6167
No log	4.0	360	0.6169
No log	5.0	450	0.6160
0.4712	6.0	540	0.6168

Framework versions

PEFT 0.12.0
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.19.1

Task: Text Generation
Library: peft
License: apache-2.0
Languages: en
Created: Sep 16, 2024
Updated: Sep 17, 2024