mistral-7b-sft-lora-tom-logical

soareslance/mistral-7b-sft-lora-tom-logical

mistral-7b-sft-lora-tom-logical is a machine learning model from soareslance. 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 apache-2.0.

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

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Hugging Face

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Apr 20, 2024
Updated: Apr 21, 2024
SHA: ea140287

Base models

mistralai/Mistral-7B-Instruct-v0.1

Model card

From the Hugging Face model README

mistral-7b-sft-lora-tom-logical

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.0511

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 128
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
2.4558	0.9752	16	2.3696
2.1585	1.9505	32	2.1089
2.0638	2.9257	48	2.0511

Framework versions

PEFT 0.10.1.dev0
Transformers 4.41.0.dev0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Apr 20, 2024
Updated: Apr 21, 2024