Japanese Stablelm Instruct Beta 70B by stabilityai

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  Autotrain compatible Dataset:kunishou/databricks-do... Dataset:kunishou/hh-rlhf-49k-j...   Dataset:kunishou/oasst1-89k-ja   Endpoints compatible   Instruct   Ja   Japanese-stablelm   Llama   Region:us   Safetensors   Sharded   Tensorflow

Japanese Stablelm Instruct Beta 70B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Japanese Stablelm Instruct Beta 70B (stabilityai/japanese-stablelm-instruct-beta-70b)

Japanese Stablelm Instruct Beta 70B Parameters and Internals

Model Type 
causal-lm, text-generation
Use Cases 
Areas:
All individuals
Limitations:
Offensive or inappropriate content may be present, Exercise caution in production systems
Supported Languages 
Japanese (Proficient)
Training Details 
Data Sources:
kunishou/hh-rlhf-49k-ja, kunishou/databricks-dolly-15k-ja, kunishou/oasst1-89k-ja
Methodology:
Instruction training based on Japanese translations of datasets
Model Architecture:
Llama2 transformer architecture
Input Output 
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Adjust generation parameters like temperature and top_p for different tasks
LLM NameJapanese Stablelm Instruct Beta 70B
Repository ๐Ÿค—https://huggingface.co/stabilityai/japanese-stablelm-instruct-beta-70b 
Model Size70b
Required VRAM138 GB
Updated2024-12-22
Maintainerstabilityai
Model Typellama
Instruction-BasedYes
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 Languagesja
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Quantized Models of the Japanese Stablelm Instruct Beta 70B

Model
Likes
Downloads
VRAM
...tablelm Instruct Beta 70B GGUF1253329 GB
...tablelm Instruct Beta 70B GPTQ82535 GB
...Stablelm Instruct Beta 70B AWQ52336 GB

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Note: green Score (e.g. "73.2") means that the model is better than stabilityai/japanese-stablelm-instruct-beta-70b.

Rank the Japanese Stablelm Instruct Beta 70B 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 v20241217