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Mpt 7B Storywriter Qlora by Jordancole21

 »  All LLMs  »  Jordancole21  »  Mpt 7B Storywriter Qlora   URL Share it on

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  Arxiv:2108.12409   Arxiv:2205.14135   Arxiv:2302.06675   Autotrain compatible   Composer   Custom code   Dataset:the pile books3   Llm-foundry   Mosaicml   Mpt   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/Jordancole21/mpt-7b-storywriter-qlora 

Mpt 7B Storywriter Qlora Benchmarks

LLME Score: 0.1103
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 Qlora (Jordancole21/mpt-7b-storywriter-qlora)

Mpt 7B Storywriter Qlora Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
fictional storytelling
Limitations:
May produce factually incorrect output and offensive content.
Considerations:
Avoid reliance on producing factually accurate information.
Additional Notes 
The model can extrapolate beyond 65k tokens, with demonstrations up to 84k tokens using ALiBi.
Training Details 
Data Sources:
the_pile_books3
Methodology:
Finetuned with a sequence length of 65536. Uses FlashAttention and ALiBi. Does not use positional embeddings or biases.
Context Length:
65536
Hardware Used:
8 A100-80GB GPUs
Model Architecture:
Modified decoder-only transformer architecture. Uses FlashAttention, ALiBi, does not use positional embeddings or biases.
LLM NameMpt 7B Storywriter Qlora
Repository 🤗https://huggingface.co/Jordancole21/mpt-7b-storywriter-qlora 
Model Size7b
Required VRAM13.3 GB
Updated2024-12-22
MaintainerJordancole21
Model Typempt
Model Files  9.9 GB: 1-of-2   3.4 GB: 2-of-2
Model ArchitectureMPTForCausalLM
Licenseapache-2.0
Model Max Length65536
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typebfloat16

Quantized Models of the Mpt 7B Storywriter Qlora

Model
Likes
Downloads
VRAM
Mpt 7B Storywriter Q82246 GB

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Note: green Score (e.g. "73.2") means that the model is better than Jordancole21/mpt-7b-storywriter-qlora.

Rank the Mpt 7B Storywriter Qlora Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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