eth-easl/meta-llama.Llama-3.2-3B-Instruct.4b_2n4m_128bs

meta-llama/Llama-3.2-3B - 4b_2n4m_128bs Compression

This is a compressed model using deltazip.

Paper, Compression Tool, Inference Engine (Soon).

Compression Configuration

• Base Model: meta-llama/Llama-3.2-3B
• Compression Scheme: 4b_2n4m_128bs
• Dataset: HuggingFaceH4/ultrachat_200k
• Dataset Split: train_sft
• Max Sequence Length: 2048
• Number of Samples: 256

Sample Output

Prompt:

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

Cutting Knowledge Date: December 2023
Today Date: 04 Dec 2024

<|eot_id|><|start_header_id|>user<|end_header_id|>

Who is Alan Turing?<|eot_id|>

Output:

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

Cutting Knowledge Date: December 2023
Today Date: 04 Dec 2024

<|eot_id|><|start_header_id|>user<|end_header_id|>

<|begin_of_text|><|start_header_id|>system<|end_header_id|>

Cutting Knowledge Date: December 2023
Today Date: 04 Dec 2024

<|eot_id|><|start_header_id|>user<|end_header_id|>

Who is Alan Turing?<|eot_id|><|eot_id|><|start_header_id|>assistant<|end_header_id|>

Alan Turing (1912-1954) was a British mathematician, computer scientist, logician, and philosopher. He is widely considered one of the most influential figures in the development of computer science and artificial intelligence.

Turing was born in London, England, and showed exceptional mathematical

Evaluation