Mistral-7B-Instruct-v0.1-LC16k-PI

sade-adrien/Mistral-7B-Instruct-v0.1-LC16k-PI

Mistral-7B-Instruct-v0.1-LC16k-PI is a machine learning model from sade-adrien. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

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

Downloads · 30 days

Access

Public

Updated Dec 3, 2023

Repo size

189 MB

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Public

Hugging Face

Repo makeup

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.safetensors18.9 MB · 100%

At a glance

License: apache-2.0
Access: Public
Created: Dec 1, 2023
Updated: Dec 3, 2023
SHA: 02d14316

Base models

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

Model card

From the Hugging Face model README

Mistral-7B-Instruct-v0.1-LC16k-PI

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6455

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: 0.0001
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 30
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.6742	0.12	100	1.6880
1.6683	0.24	200	1.6711
1.7301	0.36	300	1.6636
1.6867	0.47	400	1.6588
1.4718	0.59	500	1.6557
1.6843	0.71	600	1.6519
1.5966	0.83	700	1.6492
1.9016	0.95	800	1.6472
1.7488	1.07	900	1.6461
1.5596	1.19	1000	1.6455

Framework versions

Transformers 4.35.2
Pytorch 2.0.0+cu117
Datasets 2.14.6
Tokenizers 0.14.1

License: apache-2.0
Created: Dec 1, 2023
Updated: Dec 3, 2023