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Shears Mpt 7B 50 Base by IntelLabs

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  Arxiv:2306.11695   Arxiv:2404.10934   Autotrain compatible   Custom code   En   Endpoints compatible   Mpt   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/IntelLabs/shears-mpt-7b-50-base 

Shears Mpt 7B 50 Base Benchmarks

LLME Score: 0.19125
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Shears Mpt 7B 50 Base (IntelLabs/shears-mpt-7b-50-base)

Shears Mpt 7B 50 Base Parameters and Internals

Additional Notes 
The model is a sparsified version of the MPT-7B with 50% sparsity used as a base model in Shears.
LLM NameShears Mpt 7B 50 Base
Repository 🤗https://huggingface.co/IntelLabs/shears-mpt-7b-50-base 
Model Size7b
Required VRAM13.3 GB
Updated2024-12-22
MaintainerIntelLabs
Model Typempt
Model Files  9.9 GB: 1-of-2   3.4 GB: 2-of-2
Supported Languagesen
Model ArchitectureMPTForCausalLM
Licenseapache-2.0
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than IntelLabs/shears-mpt-7b-50-base.

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Release v20241217
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