mistral_8k_epoch_4_classification

hiiamsid/mistral_8k_epoch_4_classification

mistral_8k_epoch_4_classification is a text generation model from hiiamsid. Use it when you need the model to write or continue text. It is set up for transformers. 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: transformers
License: apache-2.0
Model type: mistral
Access: Public
Created: Feb 2, 2024
Updated: Feb 2, 2024
SHA: 09d48b4e

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Base models

mistralai/Mistral-7B-Instruct-v0.2

Model card

From the Hugging Face model README

mistral_8k_epoch_4_classification

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0705

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: 5e-07
train_batch_size: 1
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 3
gradient_accumulation_steps: 4
total_train_batch_size: 12
total_eval_batch_size: 3
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
0.0427	1.0	594	0.0546
0.0473	2.0	1188	0.0474
0.0211	3.0	1782	0.0500
0.0072	4.0	2376	0.0705

Framework versions

Transformers 4.36.0
Pytorch 2.0.1+cu118
Datasets 2.16.1
Tokenizers 0.15.1

Task: Text Generation
Library: transformers
Type: mistral
License: apache-2.0
Created: Feb 2, 2024
Updated: Feb 2, 2024