mathew_train_v1

drisspg/mathew_train_v1

mathew_train_v1 is a text generation model from drisspg. 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: Nov 18, 2023
Updated: Nov 18, 2023
SHA: dc69622d

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Base models

mistralai/Mistral-7B-v0.1

Model card

From the Hugging Face model README

out/Mistral-7B-sft-v1

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

Loss: 0.9216

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: 0.0002
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 10
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.0308	0.1	20	0.9749
0.9065	0.2	40	0.9535
0.9799	0.3	60	0.9446
1.2045	0.4	80	0.9390
0.9185	0.5	100	0.9332
0.9541	0.6	120	0.9282
1.0332	0.69	140	0.9252
1.0345	0.79	160	0.9229
1.0117	0.89	180	0.9217
1.0495	0.99	200	0.9216

Framework versions

Transformers 4.34.1
Pytorch 2.0.1+cu118
Datasets 2.14.7
Tokenizers 0.14.1

Task: Text Generation
Library: transformers
Type: mistral
License: apache-2.0
Created: Nov 18, 2023
Updated: Nov 18, 2023