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Lemur 70B Chat V1 by OpenLemur

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  Arxiv:2310.06830   Autotrain compatible   Code   En   Endpoints compatible   Llama   Pytorch   Region:us   Sharded

Lemur 70B Chat V1 Benchmarks

ARC: 66.98 vs 96.7 (so35)-30.7%
HellaSwag: 85.73 vs 95.3 (gpt4)-10%
MMLU: 65.99 vs 88.3 (so35)-25.3%
TruthfulQA: 56.58 vs 59 (gpt4)-4.1%
WinoGrande: 81.69 vs 87.5 (gpt4)-6.6%
GSM8K: 35.33 vs 96.4 (so35)-63.4%
LLME Score: 0.19041
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Lemur 70B Chat V1 Parameters and Internals

LLM NameLemur 70B Chat V1
Repository 🤗https://huggingface.co/OpenLemur/lemur-70b-chat-v1 
Model Size70b
Required VRAM138 GB
Updated2024-09-19
MaintainerOpenLemur
Model Typellama
Model Files  9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32005
Torch Data Typefloat16
Lemur 70B Chat V1 (OpenLemur/lemur-70b-chat-v1)

Quantized Models of the Lemur 70B Chat V1

Model
Likes
Downloads
VRAM
Lemur 70B Chat V1 AWQ12136 GB
Lemur 70B Chat V1 GGUF1215229 GB
Lemur 70B Chat V1 GPTQ32535 GB
Lemur 70B Chat V1 GGML3629 GB

Best Alternatives to Lemur 70B Chat V1

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... 3 70B Instruct Gradient 1048K1024K / 141.9 GB1150119
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Llama3 Function Calling 1048K1024K / 141.9 GB21
...a 3 70B Instruct Gradient 524K512K / 141.9 GB18723
...a 3 70B Instruct Gradient 262K256K / 141.9 GB20655
...ama 3 70B Arimas Story RP V2.0256K / 141.1 GB1643
...ama 3 70B Arimas Story RP V1.5256K / 141.2 GB1752
...ama 3 70B Arimas Story RP V1.6256K / 141.2 GB930
Yi 70B 200K RPMerge Franken195K / 142.4 GB61
Meta Llama 3.1 70B Instruct128K / 141.9 GB388815488
Note: green Score (e.g. "73.2") means that the model is better than OpenLemur/lemur-70b-chat-v1.

Rank the Lemur 70B Chat V1 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 v2024072803
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