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EMO Ai 7B by Klevin

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  4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   Conversational   En   Endpoints compatible   Instruct   Mistral   Pytorch   Quantized   Region:us   Sft   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Klevin/EMO-Ai-7b 

EMO Ai 7B Benchmarks

LLME Score: 0.17798
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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EMO Ai 7B Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en ( English)
LLM NameEMO Ai 7B
Repository 🤗https://huggingface.co/Klevin/EMO-Ai-7b 
Base Model(s)  unsloth/mistral-7b-instruct-v0.2-bnb-4bit   unsloth/mistral-7b-instruct-v0.2-bnb-4bit
Model Size7b
Required VRAM14.4 GB
Updated2025-06-09
MaintainerKlevin
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
EMO Ai 7B (Klevin/EMO-Ai-7b)

Best Alternatives to EMO Ai 7B

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...al Nemo Instruct 2407 Bnb 4bit128K / 8.3 GB25080727
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB6309228
Mixtral V0.3 Full 16bit32K / 14.5 GB540
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...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB2736132
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2291
... 7B Instruct V0.3ContinuedFine32K / 14.5 GB80
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB191
NaturalLM 7B Instruct32K / 14.5 GB1610
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Note: green Score (e.g. "73.2") means that the model is better than Klevin/EMO-Ai-7b.

Rank the EMO Ai 7B 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 v20241124
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