Hercules-5.0-Qwen2-1.5B/README.md

license, datasets, language, inference

license	datasets	language	inference
apache-2.0	Locutusque/hercules-v5.0	en	parameters do_sample temperature top_p top_k min_p max_new_tokens repetition_penalty true 0.8 0.95 40 0.1 250 1.1

Hercules-5.0-Qwen2-1.5B

We fine-tuned qwen2-1.5B on a high quality mix for general-purpose assistants. A DPO version of this will be released soon. We use the ChatML prompt format.

Model Details

Model Description

This model has capabilities in math, coding, writing, and more. We fine-tuned it using a high quality mix for general-purpose assistants.

• Developed by: M4-ai
• Language(s) (NLP): English and maybe Chinese
• License: apache-2.0
• Finetuned from model: qwen2-1.5B

Uses

General purpose assistant, question answering, chain-of-thought, etc..

This language model made an impressive achievement, and correctly implemented a Multi Head Attention for use in a transformer neural network.

Recommendations

Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.

Training Details

Training Data

• Locutusque/hercules-v5.0

Evaluations

coming soon

Training Hyperparameters

• Training regime: bf16 non-mixed precision

Technical Specifications

Hardware

We used 8 Kaggle TPUs, and we trained at a global batch size of 256 and sequence length of 1536.