Bitnet B1 58 3B by 1bitLLM

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  Arxiv:2402.17764   Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/1bitLLM/bitnet_b1_58-3B 

Bitnet B1 58 3B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Bitnet B1 58 3B (1bitLLM/bitnet_b1_58-3B)

Bitnet B1 58 3B Parameters and Internals

Additional Notes 
This is a reproduction of the BitNet b1.58 paper with expected evaluations done using provided commands.
Training Details 
Data Sources:
RedPajama dataset
Data Volume:
100B tokens
Methodology:
two-stage LR and weight decay
Context Length:
2048
LLM NameBitnet B1 58 3B
Repository ๐Ÿค—https://huggingface.co/1bitLLM/bitnet_b1_58-3B 
Model Size3b
Required VRAM13.3 GB
Updated2024-12-18
Maintainer1bitLLM
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.3 GB: 3-of-3
Model ArchitectureBitnetForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.39.0
Tokenizer ClassBitnetTokenizer
Padding Token<pad>
Vocabulary Size32002
Torch Data Typefloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124