smol_llama_x

Isotonic/smol_llama_x

smol_llama_x is a text generation model from Isotonic. 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: mixtral
Access: Public
Created: Feb 17, 2024
Updated: Feb 17, 2024
SHA: 7f7d3cce

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Base models

Isotonic/smol_llama-4x220M-MoE

Model card

From the Hugging Face model README

smol_llama_x

This model is a fine-tuned version of Isotonic/smol_llama-4x220M-MoE on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.5906
Accuracy: 0.6799

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine_with_restarts
lr_scheduler_warmup_ratio: 0.2
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	211	1.4545	0.6908
No log	2.0	422	1.4871	0.6881
1.4748	3.0	633	1.5353	0.6841
1.4748	4.0	844	1.5906	0.6799

Framework versions

Transformers 4.37.2
Pytorch 2.1.0+cu121
Datasets 2.17.0
Tokenizers 0.15.2

Task: Text Generation
Library: transformers
Type: mixtral
License: apache-2.0
Created: Feb 17, 2024
Updated: Feb 17, 2024