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Karakuri Lm 70B Chat V0.1 by karakuri-ai

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  Autotrain compatible Base model:finetune:karakuri-a... Base model:karakuri-ai/karakur...   Conversational   Dataset:nvidia/helpsteer   Dataset:openassistant/oasst2   Doi:10.57967/hf/1788   En   Endpoints compatible   Ja   Llama   Llama2   Model-index   Region:us   Safetensors   Sharded   Steerlm   Tensorflow
Model Card on HF 🤗: https://huggingface.co/karakuri-ai/karakuri-lm-70b-chat-v0.1 

Karakuri Lm 70B Chat V0.1 Benchmarks

ARC: 61.52 vs 96.7 (so35)-36.4%
HellaSwag: 83.13 vs 95.3 (gpt4)-12.8%
MMLU: 59.35 vs 88.3 (so35)-32.8%
TruthfulQA: 51.39 vs 59 (gpt4)-12.9%
WinoGrande: 78.37 vs 87.5 (gpt4)-10.4%
GSM8K: 40.41 vs 96.4 (so35)-58.1%
LLME Score: 0.18887
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Karakuri Lm 70B Chat V0.1 (karakuri-ai/karakuri-lm-70b-chat-v0.1)

Karakuri Lm 70B Chat V0.1 Parameters and Internals

Model Type 
Causal decoder-only transformer language model
Use Cases 
Areas:
Research, Commercial applications (with permission)
Primary Use Cases:
Text Generation
Additional Notes 
Llama 2's vocabulary was expanded with Japanese terms, permitting enhanced performance.
Supported Languages 
English (Proficient), Japanese (Proficient)
Training Details 
Data Sources:
OpenAssistant/oasst2, Internal conversational datasets
Methodology:
The model employs a continual learning approach and incorporates unstructured corpora similar to its pretraining phase.
Hardware Used:
32 nodes of an Amazon EC2 trn1.32xlarge instance
Input Output 
Input Format:
Prompt template with attributes
Accepted Modalities:
text
Output Format:
Generated text
Release Notes 
Version:
0.1
Notes:
Initial release of KARAKURI LM 70B Chat.
LLM NameKarakuri Lm 70B Chat V0.1
Repository 🤗https://huggingface.co/karakuri-ai/karakuri-lm-70b-chat-v0.1 
Base Model(s)  karakuri-ai/karakuri-lm-70b-v0.1   karakuri-ai/karakuri-lm-70b-v0.1
Model Size70b
Required VRAM139.1 GB
Updated2025-02-22
Maintainerkarakuri-ai
Model Typellama
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 Languagesja en
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size45416
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than karakuri-ai/karakuri-lm-70b-chat-v0.1.

Rank the Karakuri Lm 70B Chat V0.1 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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