mistral-sft-lora-fsdp2

Adil1567/mistral-sft-lora-fsdp2

mistral-sft-lora-fsdp2 is a machine learning model from Adil1567. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.1.

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

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Hugging Face

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At a glance

Library: peft
License: llama3.1
Access: Public
Created: Jan 8, 2025
Updated: Jan 10, 2025
SHA: 3f8fd97b

Base models

meta-llama/Llama-3.1-70B-Instruct

Model card

From the Hugging Face model README

mistral-sft-lora-fsdp2

This model is a fine-tuned version of meta-llama/Llama-3.1-70B-Instruct on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3573

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: 0.0001
train_batch_size: 2
eval_batch_size: 1
seed: 100
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 4
total_train_batch_size: 32
total_eval_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
0.3553	0.9988	427	0.3784
0.2661	2.0	855	0.3421
0.1865	2.9965	1281	0.3573

Framework versions

PEFT 0.14.0
Transformers 4.45.2
Pytorch 2.5.1+cu124
Datasets 3.1.0
Tokenizers 0.20.1

Library: peft
License: llama3.1
Created: Jan 8, 2025
Updated: Jan 10, 2025