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Ct2fast Mpt 30B Chat by michaelfeil

 »  All LLMs  »  michaelfeil  »  Ct2fast Mpt 30B Chat   URL Share it on

  10   
  Arxiv:2010.04245   Arxiv:2108.12409   Arxiv:2205.14135   Autotrain compatible   Codegen   Composer   Ctranslate2   Custom code   Float16   Instruct   Int8   Llm-foundry   Mosaicml   Mpt   Region:us
Model Card on HF 🤗: https://huggingface.co/michaelfeil/ct2fast-mpt-30b-chat 

Ct2fast Mpt 30B Chat Benchmarks

LLME Score: 0.11708
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ct2fast Mpt 30B Chat (michaelfeil/ct2fast-mpt-30b-chat)

Ct2fast Mpt 30B Chat Parameters and Internals

Model Type 
chatbot, text generation
Use Cases 
Areas:
chat-based applications, multi-turn conversation
Primary Use Cases:
dialogue generation
Limitations:
May produce factually incorrect output, Possibility of generating biased or offensive content
Considerations:
Use caution for factually accurate information
Additional Notes 
This is a quantized version with similar license conditions to the original model.
Training Details 
Data Sources:
Airoboros/GPT4, Baize, Camel, GPTeacher, Guanaco, LongConversations, ShareGPT, WizardLM
Data Volume:
Various public datasets, approx. 1.54B tokens in total
Methodology:
Finetuning from MPT-30B
Context Length:
16384
Training Time:
7.6 hours
Hardware Used:
64 H100 GPUs
Model Architecture:
Modified decoder-only transformer with FlashAttention and ALiBi
Release Notes 
Version:
2023-06-23
Date:
2023-06-23
Notes:
Converted to int8 and bfloat16 with CTranslate2 for fast inference.
LLM NameCt2fast Mpt 30B Chat
Repository 🤗https://huggingface.co/michaelfeil/ct2fast-mpt-30b-chat 
Model Size30b
Required VRAM30 GB
Updated2024-12-22
Maintainermichaelfeil
Model Typempt
Instruction-BasedYes
Model Files  30.0 GB
Generates CodeYes
Model ArchitectureMPTForCausalLM
Licensecc-by-nc-sa-4.0
Model Max Length8192
Transformers Version4.30.2
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typebfloat16

Best Alternatives to Ct2fast Mpt 30B Chat

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Context / RAM
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Mpt 30B Chat Q80K / 30.4 GB191
Note: green Score (e.g. "73.2") means that the model is better than michaelfeil/ct2fast-mpt-30b-chat.

Rank the Ct2fast Mpt 30B Chat 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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