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Ether0 by futurehouse

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Base model:finetune:mistralai/... Base model:mistralai/mistral-s...   Chemistry   Conversational Dataset:futurehouse/ether0-ben...   En   Instruct   Mistral   Reasoning   Region:us   Safetensors   Sharded   Smiles   Tensorflow
Model Card on HF 🤗: https://huggingface.co/futurehouse/ether0 

Ether0 Benchmarks

LLME Score: 0.38292
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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Ether0 Parameters and Internals

LLM NameEther0
Repository 🤗https://huggingface.co/futurehouse/ether0 
Base Model(s)  ...istral Small 24B Instruct 2501   mistralai/Mistral-Small-24B-Instruct-2501
Model Size24b
Required VRAM95.3 GB
Updated2025-06-09
Maintainerfuturehouse
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-21   4.6 GB: 2-of-21   4.5 GB: 3-of-21   4.5 GB: 4-of-21   4.5 GB: 5-of-21   4.5 GB: 6-of-21   4.5 GB: 7-of-21   4.5 GB: 8-of-21   4.5 GB: 9-of-21   4.5 GB: 10-of-21   4.5 GB: 11-of-21   4.5 GB: 12-of-21   4.5 GB: 13-of-21   4.5 GB: 14-of-21   4.5 GB: 15-of-21   4.5 GB: 16-of-21   4.5 GB: 17-of-21   4.5 GB: 18-of-21   4.5 GB: 19-of-21   4.5 GB: 20-of-21   4.7 GB: 21-of-21
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.49.0
Tokenizer ClassLlamaTokenizerFast
Vocabulary Size131136
Torch Data Typefloat32
Ether0 (futurehouse/ether0)

Best Alternatives to Ether0

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Context / RAM
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...ral Nemo Instruct 24B Merge V11000K / 24.6 GB90
Cydonia 24B V3128K / 47.3 GB41823
Harbinger 24B128K / 47.3 GB35755
Pantheon RP 1.8 24B Small 3.1128K / 47.3 GB141763
...Small 3.1 24B Instruct 2503 HF128K / 47.3 GB178012
...Small 3.1 24B Instruct 2503 Hf128K / 47.3 GB10872
Zero Mistral 24B128K / 47.3 GB4375
Eurydice 24B V3128K / 47.3 GB1836
... 24B Small Instruct Ties Merge128K / 47.3 GB1983
Mistral Small 3.1 24B RP128K / 47.3 GB120

Rank the Ether0 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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