slava-guanaco-v1

AlekseyKorshuk/slava-guanaco-v1

slava-guanaco-v1 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 creativeml-openrail-m.

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

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At a glance

Task: Text Generation
Library: transformers
License: creativeml-openrail-m
Model type: gptj
Access: Public
Created: May 19, 2023
Updated: May 19, 2023
SHA: 72d607c7

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Model card

From the Hugging Face model README

slava-guanaco-v1

This model is a fine-tuned version of PygmalionAI/pygmalion-6b on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.9575
Accuracy: 0.0297
Entropy: 0.9934

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: 1e-06
train_batch_size: 4
eval_batch_size: 8
seed: 99
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 2
total_train_batch_size: 32
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 1.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Entropy
1.4936	1.0	5787	0.9575	0.0297	0.9934

Framework versions

Transformers 4.28.1
Pytorch 2.0.0-rc1
Datasets 2.7.1
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gptj
License: creativeml-openrail-m
Created: May 19, 2023
Updated: May 19, 2023