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Mpt 7B Storywriter 4bit 128g by OccamRazor

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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/OccamRazor/mpt-7b-storywriter-4bit-128g 

Mpt 7B Storywriter 4bit 128g Benchmarks

LLME Score: 0.11828
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 (OccamRazor/mpt-7b-storywriter-4bit-128g)

Mpt 7B Storywriter 4bit 128g Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Fiction writing, Story generation, Creative writing
Applications:
Personal assistant, Creative content generation
Primary Use Cases:
Long context story writing, Text generation
Limitations:
Can produce factually incorrect output, Can generate biased or offensive outputs
Considerations:
Should not be relied on to produce factually accurate information
Additional Notes 
Utilizes FlashAttention and ALiBi techniques for extended context handling.
Training Details 
Data Sources:
books3 dataset (filtered fiction subset)
Methodology:
Built by finetuning MPT-7B with a context length of 65k tokens using the ALiBi technique
Context Length:
65536
Hardware Used:
8 A100-80GB GPUs
Model Architecture:
Modified decoder-only transformer
Input Output 
Accepted Modalities:
text
Release Notes 
Version:
MPT-7B-StoryWriter-65k+
Date:
2023-05-05
Notes:
Released with a context length of 65k tokens, capable of generating 84k tokens when extrapolating with ALiBi.
LLM NameMpt 7B Storywriter 4bit 128g
Repository 🤗https://huggingface.co/OccamRazor/mpt-7b-storywriter-4bit-128g 
Model Size7b
Required VRAM3.9 GB
Updated2024-12-22
MaintainerOccamRazor
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 OccamRazor/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  
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Release v20241217
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