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Mpt 7B Storywriter 4bit 128g by 4bit

 »  All LLMs  »  4bit  »  Mpt 7B Storywriter 4bit 128g   URL Share it on

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  Arxiv:2108.12409   Arxiv:2205.14135   4bit   Autotrain compatible   Composer   Custom code   Dataset:the pile books3   Llm-foundry   Mosaicml   Mpt   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/4bit/mpt-7b-storywriter-4bit-128g 

Mpt 7B Storywriter 4bit 128g Benchmarks

LLME Score: 0.10815
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mpt 7B Storywriter 4bit 128g (4bit/mpt-7b-storywriter-4bit-128g)

Mpt 7B Storywriter 4bit 128g Parameters and Internals

Model Type 
text generation, story writing
Use Cases 
Areas:
research, story writing
Applications:
fiction writing, literature generation
Primary Use Cases:
long context story writing
Limitations:
can produce factually incorrect output, may generate offensive outputs
Considerations:
MPT-7B-StoryWriter was trained on various public datasets; awareness of potential biases is needed.
Additional Notes 
MPT-7B-StoryWriter can extrapolate even beyond 65k tokens using ALiBi to achieve generated texts up to 84k tokens.
Supported Languages 
languages_supported ()
Training Details 
Data Sources:
the_pile_books3
Methodology:
Finetuning with a context length of 65k tokens on a filtered fiction subset of the Books3 dataset
Context Length:
65536
Hardware Used:
8 A100-80GB GPUs
Model Architecture:
Modified decoder-only transformer with FlashAttention and ALiBi
LLM NameMpt 7B Storywriter 4bit 128g
Repository 🤗https://huggingface.co/4bit/mpt-7b-storywriter-4bit-128g 
Model Size7b
Required VRAM3.9 GB
Updated2024-12-22
Maintainer4bit
Model Typempt
Model Files  3.9 GB
Quantization Type4bit
Model ArchitectureMPTForCausalLM
Licenseapache-2.0
Model Max Length65536
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than 4bit/mpt-7b-storywriter-4bit-128g.

Rank the Mpt 7B Storywriter 4bit 128g Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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