phi-2-sft-lora-chat

DUAL-GPO-2/phi-2-sft-lora-chat

phi-2-sft-lora-chat is a machine learning model from DUAL-GPO-2. 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 mit.

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

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Repo size

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Hugging Face

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At a glance

Library: peft
License: mit
Model type: phi
Access: Public
Created: May 18, 2024
Updated: May 19, 2024
SHA: 13b428df

Base models

microsoft/phi-2

Datasets

HuggingFaceH4/ultrachat_200k

Model card

From the Hugging Face model README

phi-2-sft-lora-chat

This model is a fine-tuned version of microsoft/phi-2 on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:

Loss: 1.2234

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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 3
gradient_accumulation_steps: 4
total_train_batch_size: 48
total_eval_batch_size: 12
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1.0

Training results

Training Loss	Epoch	Step	Validation Loss
1.2513	1.0	5520	1.2234

Framework versions

PEFT 0.7.1
Transformers 4.36.2
Pytorch 2.1.2+cu121
Datasets 2.14.6
Tokenizers 0.15.2

Library: peft
Type: phi
License: mit
Created: May 18, 2024
Updated: May 19, 2024