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Mpt 7B 8K Chat by mosaicml

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  Arxiv:2010.04245   Arxiv:2108.12409   Arxiv:2205.14135   Autotrain compatible   Composer   Conversational   Custom code Dataset:anon8231489123/sharegp...   Dataset:camel-ai/ai society   Dataset:camel-ai/biology   Dataset:camel-ai/chemistry   Dataset:camel-ai/code   Dataset:camel-ai/math   Dataset:camel-ai/physics Dataset:ehartford/wizard vicun... Dataset:jondurbin/airoboros-gp...   Dataset:longconversations Dataset:timdettmers/openassist...   Ext 8k   Llm-foundry   Mosaicml   Mpt   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/mosaicml/mpt-7b-8k-chat 

Mpt 7B 8K Chat Benchmarks

ARC: 48.04 vs 96.7 (so35)-50.3%
HellaSwag: 77.62 vs 95.3 (gpt4)-18.6%
MMLU: 41.88 vs 88.3 (so35)-52.6%
TruthfulQA: 43.68 vs 59 (gpt4)-26%
WinoGrande: 71.03 vs 87.5 (gpt4)-18.8%
GSM8K: 4.4 vs 96.4 (so35)-95.4%
LLME Score: 0.14043
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mpt 7B 8K Chat (mosaicml/mpt-7b-8k-chat)
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Mpt 7B 8K Chat Parameters and Internals

Model Type 
Chatbot, Dialogue Generation
Use Cases 
Areas:
research, personal applications
Primary Use Cases:
dialogue generation, chatbot applications
Limitations:
factually incorrect outputs, possible lewd, biased or offensive content
Additional Notes 
Finetuned by the MosaicML NLP team, based on MPT-7B-8k, with custom modifications for enhanced dialogue generation.
Training Details 
Data Sources:
anon8231489123/ShareGPT_Vicuna_unfiltered, timdettmers/openassistant-guanaco, camel-ai/ai_society, jondurbin/airoboros-gpt4-1.2, LongConversations, camel-ai/physics
Context Length:
2048
Training Time:
approximately 48 minutes
Hardware Used:
192 H100 GPUs
Model Architecture:
Modified decoder-only transformer architecture with FlashAttention and ALiBi
Safety Evaluation 
Ethical Considerations:
MPT-7B-Chat-8k can produce factually incorrect outputs and may generate lewd, biased or otherwise offensive content.
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Date:
2023-07-18
Notes:
Initial release of MPT-7B-Chat-8k model.
LLM NameMpt 7B 8K Chat
Repository 🤗https://huggingface.co/mosaicml/mpt-7b-8k-chat 
Model Size7b
Required VRAM13.3 GB
Updated2025-09-23
Maintainermosaicml
Model Typempt
Model Files  9.9 GB: 1-of-2   3.4 GB: 2-of-2
Context Length8k
Model ArchitectureMPTForCausalLM
Licensecc-by-nc-sa-4.0
Model Max Length8192
Transformers Version4.30.2
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typebfloat16

Quantized Models of the Mpt 7B 8K Chat

Model
Likes
Downloads
VRAM
Mpt 7B 8K Chat AWQ313 GB

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Note: green Score (e.g. "73.2") means that the model is better than mosaicml/mpt-7b-8k-chat.

Rank the Mpt 7B 8K 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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