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Karakuri Lm 70B V0.1 by karakuri-ai

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/llama-2-...   Dataset:cc100   Dataset:mc4   Dataset:oscar Dataset:togethercomputer/redpa...   Doi:10.57967/hf/1787   En   Endpoints compatible   Ja   Llama   Llama2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/karakuri-ai/karakuri-lm-70b-v0.1 

Karakuri Lm 70B V0.1 Benchmarks

LLME Score: 0.17082
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 V0.1 (karakuri-ai/karakuri-lm-70b-v0.1)

Karakuri Lm 70B V0.1 Parameters and Internals

Model Type 
causal decoder-only transformer
Additional Notes 
Further pretrained on a mixture of Japanese and multilingual corpora, capable of high performance despite only 2.5% Japanese tokens in conversational datasets.
Supported Languages 
English (high), Japanese (high)
Training Details 
Data Sources:
mC4, CC100, OSCAR, RedPajama, internal Japanese corpora
Methodology:
SteerLM technique with continual learning approach. Used unstructured corpora in addition to structured datasets.
Hardware Used:
32 nodes of an Amazon EC2 trn1.32xlarge instance
Input Output 
Accepted Modalities:
text
LLM NameKarakuri Lm 70B V0.1
Repository 🤗https://huggingface.co/karakuri-ai/karakuri-lm-70b-v0.1 
Base Model(s)  Llama 2 70B Hf   meta-llama/Llama-2-70b-hf
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-v0.1.

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