pythia2.8b-sft-tldr

mnoukhov/pythia2.8b-sft-tldr

pythia2.8b-sft-tldr is a text generation model from mnoukhov. 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: Jul 6, 2024
Updated: Jul 7, 2024
SHA: 2b0f30d7

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Base models

EleutherAI/pythia-2.8b-deduped

Model card

From the Hugging Face model README

pythia2.8b-sft-tldr

This model is a fine-tuned version of EleutherAI/pythia-2.8b-deduped on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.2578

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-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 8
total_train_batch_size: 128
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.3714	0.2007	183	2.2949
2.2873	0.4013	366	2.2773
2.2732	0.6020	549	2.2656
2.2562	0.8026	732	2.2578

Framework versions

Transformers 4.41.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: gpt_neox
License: apache-2.0
Created: Jul 6, 2024
Updated: Jul 7, 2024