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Karakuri Lm 7B Apm V0.2 by karakuri-ai

 »  All LLMs  »  karakuri-ai  »  Karakuri Lm 7B Apm V0.2   URL Share it on

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  Autotrain compatible Base model:finetune:mistral-co... Base model:mistral-community/m...   Conversational   Dataset:nvidia/helpsteer   Dataset:openassistant/oasst2   En   Endpoints compatible   Ja   Mistral   Region:us   Safetensors   Sharded   Steerlm   Tensorflow
Model Card on HF 🤗: https://huggingface.co/karakuri-ai/karakuri-lm-7b-apm-v0.2 

Karakuri Lm 7B Apm V0.2 Benchmarks

LLME Score: 0.19715
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Karakuri Lm 7B Apm V0.2 (karakuri-ai/karakuri-lm-7b-apm-v0.2)

Karakuri Lm 7B Apm V0.2 Parameters and Internals

Model Type 
Causal decoder-only transformer language model
Use Cases 
Primary Use Cases:
Attribute prediction model - rates model responses
Supported Languages 
English (primary)
Training Details 
Data Sources:
OASST2, HelpSteer
Hardware Used:
Amazon EC2 trn1.32xlarge instance
LLM NameKarakuri Lm 7B Apm V0.2
Repository 🤗https://huggingface.co/karakuri-ai/karakuri-lm-7b-apm-v0.2 
Base Model(s)  mistral-community/Mistral-7B-v0.2   mistral-community/Mistral-7B-v0.2
Model Size7b
Required VRAM14.4 GB
Updated2025-02-22
Maintainerkarakuri-ai
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen ja
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than karakuri-ai/karakuri-lm-7b-apm-v0.2.

Rank the Karakuri Lm 7B Apm V0.2 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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Release v20241227
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