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metadata
datasets:
  - HuggingFaceH4/ultrachat_200k
base_model:
  - google/gemma-2-9b
library_name: transformers, deltazip

google/gemma-2-9b - 4b_2n4m_128bs Compression

This is a compressed model using deltazip.

Paper, Compression Tool, Inference Engine (Soon).

Compression Configuration

  • Base Model: google/gemma-2-9b
  • Compression Scheme: 4b_2n4m_128bs
  • Dataset: HuggingFaceH4/ultrachat_200k
  • Dataset Split: train_sft
  • Max Sequence Length: 2048
  • Number of Samples: 256

Sample Output

Prompt: 

<bos><start_of_turn>user
Who is Alan Turing?<end_of_turn>

Output: 

<bos><start_of_turn>user
<bos><start_of_turn>user
Who is Alan Turing?<end_of_turn><end_of_turn>
*Alan Turing* (1912-1954) was a British mathematician and computer scientist who is considered the father of theoretical computer science and artificial intelligence. 

Here are some key points about his life and work:

**Early Life and Education:**

* Born in London, England, in 1912.
* Showed exceptional mathematical ability from a young age.
* Studied mathematics at King's College, Cambridge.

**World War II Contributions:**

* Played a crucial role in breaking the German Enigma

Evaluation