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google.gemma-2-9b-it.4b_2n4m_128bs
deltazip/google.gemma-2-9b-it.4b_2n4m_128bs
google.gemma-2-9b-it.4b_2n4m_128bs is a machine learning model from deltazip. 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 transformers, deltazip.
This is a compressed model using deltazip.
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At a glance
- Library
- transformers, deltazip
- Model type
- gemma2
- Access
- Public
- Created
- Dec 4, 2024
- Updated
- Dec 6, 2024
- SHA
- a8ff3cb6
Base models
Datasets
Model card
From the Hugging Face model README
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:
[{'role': 'user', 'content': 'Who is Alan Turing?'}]
Output:
<bos><start_of_turn>user
Who is Alan Turing?<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.
**Key Contributions:**
* **Turing Machine:** In 1936, Turing proposed the concept of a "Turing machine," a theoretical model of computation that can simulate any algorithm. This laid the foundation for modern computers.
* **Breaking the Enigma Code:** During World War II, Turing played a crucial role in breaking the German Enigma code, which helped the Allied forces win the war
Evaluation
<TODO>- Library
- transformers, deltazip
- Type
- gemma2
- Created
- Dec 4, 2024
- Updated
- Dec 6, 2024