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Swallow 70B Instruct Hf by tokyotech-llm

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  2393   
  Arxiv:2404.17733   Arxiv:2404.17790   Autotrain compatible   En   Endpoints compatible   Instruct   Ja   Llama   Region:us   Safetensors   Sharded   Tensorflow

Swallow 70B Instruct Hf Benchmarks

ARC: 66.21 vs 96.7 (so35)-31.5%
HellaSwag: 85.14 vs 95.3 (gpt4)-10.7%
MMLU: 67.08 vs 88.3 (so35)-24%
TruthfulQA: 48 vs 59 (gpt4)-18.6%
WinoGrande: 82.08 vs 87.5 (gpt4)-6.2%
GSM8K: 45.94 vs 96.4 (so35)-52.3%
LLME Score: 0.22942
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Swallow 70B Instruct Hf Parameters and Internals

LLM NameSwallow 70B Instruct Hf
Repository 🤗https://huggingface.co/tokyotech-llm/Swallow-70b-instruct-hf 
Model Size70b
Required VRAM139.1 GB
Updated2024-09-07
Maintainertokyotech-llm
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-29   4.7 GB: 2-of-29   5.0 GB: 3-of-29   5.0 GB: 4-of-29   4.7 GB: 5-of-29   4.7 GB: 6-of-29   4.7 GB: 7-of-29   5.0 GB: 8-of-29   5.0 GB: 9-of-29   4.7 GB: 10-of-29   4.7 GB: 11-of-29   4.7 GB: 12-of-29   5.0 GB: 13-of-29   5.0 GB: 14-of-29   4.7 GB: 15-of-29   4.7 GB: 16-of-29   4.7 GB: 17-of-29   5.0 GB: 18-of-29   5.0 GB: 19-of-29   4.7 GB: 20-of-29   4.7 GB: 21-of-29   4.7 GB: 22-of-29   5.0 GB: 23-of-29   5.0 GB: 24-of-29   4.7 GB: 25-of-29   4.7 GB: 26-of-29   4.7 GB: 27-of-29   5.0 GB: 28-of-29   4.0 GB: 29-of-29
Supported Languagesen ja
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.33.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size43176
Torch Data Typebfloat16
Swallow 70B Instruct Hf (tokyotech-llm/Swallow-70b-instruct-hf)

Quantized Models of the Swallow 70B Instruct Hf

Model
Likes
Downloads
VRAM
Swallow 70B Instruct GGUF815329 GB
Swallow 70B Instruct AWQ11737 GB
Swallow 70B Instruct GPTQ3835 GB

Best Alternatives to Swallow 70B Instruct Hf

Best Alternatives
Context / RAM
Downloads
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... 3 70B Instruct Gradient 1048K1024K / 141.9 GB1555117
... Chat 1048K Chinese Llama3 70B1024K / 141.9 GB31645
Llama3 Function Calling 1048K1024K / 141.9 GB41
...a 3 70B Instruct Gradient 524K512K / 141.9 GB12723
...a 3 70B Instruct Gradient 262K256K / 141.9 GB19855
...ama 3 70B Arimas Story RP V2.0256K / 141.1 GB1063
...ama 3 70B Arimas Story RP V1.6256K / 141.2 GB910
...ama 3 70B Arimas Story RP V1.5256K / 141.2 GB1132
Meta Llama 3.1 70B Instruct128K / 141.9 GB806015444
...ma 3.1 70B Instruct Lorablated128K / 141.9 GB2196549
Note: green Score (e.g. "73.2") means that the model is better than tokyotech-llm/Swallow-70b-instruct-hf.

Rank the Swallow 70B Instruct Hf 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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