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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

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: 0.18554
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 Parameters and Internals

LLM NameMpt 7B 8K Chat
Repository 🤗https://huggingface.co/mosaicml/mpt-7b-8k-chat 
Model Size7b
Required VRAM13.3 GB
Updated2024-09-16
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
Mpt 7B 8K Chat (mosaicml/mpt-7b-8k-chat)

Quantized Models of the Mpt 7B 8K Chat

Model
Likes
Downloads
VRAM
Mpt 7B 8K Chat AWQ373 GB

Best Alternatives to Mpt 7B 8K Chat

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Mpt 7B Chat0K / 13.3 GB3758510
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Sea Lion 7B Instruct0K / 15 GB386822
Mpt 7B Int8 Ov0K / 6.7 GB60
Shears Mpt 7B 50 Base0K / 13.3 GB51
Mpt 7B 8K0K / 13.3 GB192426
Mpt 7B0K / 26.5 GB27591
Sea Lion 7B0K / 15 GB32231
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  
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Release v2024072803
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