RichardErkhov/ohashi56225_-_phi-2-alpaca-cleaned-gguf

Quantization made by Richard Erkhov.

Github

Discord

Request more models

phi-2-alpaca-cleaned - GGUF

• —Model creator: https://huggingface.co/ohashi56225/
• —Original model: https://huggingface.co/ohashi56225/phi-2-alpaca-cleaned/

Original model description: --- license: mit datasets:

• —yahma/alpaca-cleaned language:
• —en libraryname: transformers pipelinetag: text-generation ---

phi-2-alpaca-cleaned

This model is an instruction-tuned version of the microsoft/phi-2 model fine-tuned on the yahma/alpaca-cleaned dataset.

In the training, full parameter fine-tuning of phi-2 was performed, and LoRA was not used.

Text Format

Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Based on the information provided, rewrite the sentence by changing its tense from past to future.

### Input:
She played the piano beautifully for hours and then stopped as it was midnight.	

### Response:
She will play the piano beautifully for hours and then stop as it will be midnight.	

Training

• —GPUs: 8 × A6000 48GB
• —perdevicetrainbatchsize: 8
• —gradientaccumulationsteps: 8
• —perdeviceevalbatchsize: 8
• —numtrainepochs: 3
• —learning_rate: 2e-5
• —warmup_ratio: 0.03

Software

• —pytorch: 2.1.2
• —transformers: 4.38.0.dev0
• —accelerate: 0.26.1
• —deepspeed: 0.13.1