LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Mpt 7B 8K Chat by mosaicml

 »  All LLMs  »  mosaicml  »  Mpt 7B 8K Chat   URL Share it on

  2150   
  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: 0.16401
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)

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
Updated2025-02-22
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 AWQ31183 GB

Best Alternatives to Mpt 7B 8K Chat

Best Alternatives
Context / RAM
Downloads
Likes
Mpt 7B Chat0K / 13.3 GB95245512
Mpt 7B0K / 13.3 GB315761165
Mpt 7B Instruct0K / 13.3 GB15434469
Mpt 7B Storywriter0K / 13.3 GB3114830
Mpt 7B Int8 Ov0K / 0 GB270
Shears Mpt 7B 50 Base0K / 13.3 GB812
Mpt 7B0K / 26.5 GB63791
Sea Lion 7B Instruct0K / 15 GB35723
Mpt 7B 8K0K / 13.3 GB249326
Mpt 7B 8K Instruct0K / 13.3 GB205726
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

🆘 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  

What open-source LLMs or SLMs are you in search of? 43470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer