chatml-test

AlekseyKorshuk/chatml-test

chatml-test is a text generation model from AlekseyKorshuk. 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: gpt_neox
Access: Public
Created: Apr 26, 2023
Updated: Apr 26, 2023
SHA: 6c192150

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Model card

From the Hugging Face model README

chatml-test

This model is a fine-tuned version of EleutherAI/pythia-1b-deduped on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5098
Accuracy: 0.7709
Entropy: 0.4833
Samples: 715
Perplexity: 1.6649

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-05
train_batch_size: 2
eval_batch_size: 2
seed: 99
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 2
total_train_batch_size: 8
total_eval_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Entropy
0.4749	1.0	1730	0.5098	0.7709	0.4833

Framework versions

Transformers 4.28.0
Pytorch 2.0.0-rc1
Datasets 2.11.0
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt_neox
License: apache-2.0
Created: Apr 26, 2023
Updated: Apr 26, 2023