tinyllama-1.1b-sum-sft-full

martimfasantos/tinyllama-1.1b-sum-sft-full

tinyllama-1.1b-sum-sft-full is a text generation model from martimfasantos. 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. --

Downloads · 30 days

3% of all-time downloads

All-time downloads

480

Public

Parameters

1.1B

33 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors2.2 GB · 100%

At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: llama
Access: Public
Created: Jun 7, 2024
Updated: Jun 7, 2024
SHA: 2a3dcb53

Try a prompt

Base models

TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T

Datasets

martimfasantos/openai-summarize-tldr

Model card

From the Hugging Face model README

tinyllama-1.1b-sum-sft-full

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T on the martimfasantos/openai-summarize-tldr dataset. It achieves the following results on the evaluation set:

Loss: 2.1350

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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
2.1307	0.9997	1476	2.1350

Framework versions

Transformers 4.41.2
Pytorch 2.1.2
Datasets 2.19.2
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: llama
License: apache-2.0
Created: Jun 7, 2024
Updated: Jun 7, 2024