mistral_channel_targeter_epoch_6

hiiamsid/mistral_channel_targeter_epoch_6

mistral_channel_targeter_epoch_6 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: Apr 2, 2024
Updated: Apr 2, 2024
SHA: c3a5abc1

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Base models

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

Model card

From the Hugging Face model README

mistral_channel_targeter_epoch_6

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: 0.0661

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: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 3
total_train_batch_size: 24
total_eval_batch_size: 24
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 6

Training results

Training Loss	Epoch	Step	Validation Loss
0.0491	1.0	159	0.0503
0.0407	2.0	318	0.0413
0.0307	3.0	477	0.0424
0.0226	4.0	636	0.0476
0.0115	5.0	795	0.0572
0.0052	6.0	954	0.0661

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: Apr 2, 2024
Updated: Apr 2, 2024