mistral_yt_transcribe_classification_4096

hiiamsid/mistral_yt_transcribe_classification_4096

mistral_yt_transcribe_classification_4096 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. --

Downloads · 30 days

7% of all-time downloads

All-time downloads

183

Public

Parameters

7.2B

14.5 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors14.5 GB · 100%

At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: mistral
Access: Public
Created: Mar 5, 2024
Updated: Mar 5, 2024
SHA: 807b4059

Try a prompt

Base models

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

Model card

From the Hugging Face model README

mistral_yt_transcribe_classification_4096

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: 0.0436

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: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 2
total_train_batch_size: 16
total_eval_batch_size: 8
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
0.0349	1.0	640	0.0343
0.0289	2.0	1281	0.0311
0.0153	3.0	1921	0.0351
0.008	4.0	2560	0.0436

Framework versions

Transformers 4.36.0
Pytorch 2.0.1+cu118
Datasets 2.18.0
Tokenizers 0.15.2

Task: Text Generation
Library: transformers
Type: mistral
License: apache-2.0
Created: Mar 5, 2024
Updated: Mar 5, 2024