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Underground by ClaudioItaly

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  Merged Model   Autotrain compatible Base model:bhavinjawade/solar-... Base model:sao10k/fimbulvetr-1...   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ClaudioItaly/Underground 

Underground Benchmarks

LLME Score: 0.2088
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Underground (ClaudioItaly/Underground)

Underground Parameters and Internals

Additional Notes 
This model is a merging of pre-trained language models created using mergekit with the SLERP merge method. The merged models are Sao10K/Fimbulvetr-11B-v2 and bhavinjawade/SOLAR-10B-Nector-DPO-Jawade.
LLM NameUnderground
Repository 🤗https://huggingface.co/ClaudioItaly/Underground 
Base Model(s)  Fimbulvetr 11B V2   SOLAR 10B Nector DPO Jawade   Sao10K/Fimbulvetr-11B-v2   bhavinjawade/SOLAR-10B-Nector-DPO-Jawade
Merged ModelYes
Model Size11b
Required VRAM21.4 GB
Updated2024-12-22
MaintainerClaudioItaly
Model Typellama
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   5.0 GB: 4-of-5   1.7 GB: 5-of-5
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.41.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to Underground

Best Alternatives
Context / RAM
Downloads
Likes
...ral 11B Omni OP 1K 2048 Ver0.132K / 21.4 GB21210
MIstral 11B Omni OP U1k Ver0.132K / 21.4 GB21160
Llama 3 Synatra 11B V1 20K20K / 23 GB299
Fimbulvetr 11B V2.1 16K16K / 21.4 GB4317
Moistral 11B V38K / 21.4 GB60993
Moistral 11B V28K / 21.4 GB5921
Narumashi 11B V0.98K / 21.4 GB541
Llama 3 16B Instruct V0.18K / 33.5 GB3145
Moistral 11B V5d E48K / 21.4 GB151
Moistral 11B V5a8K / 21.4 GB201
Note: green Score (e.g. "73.2") means that the model is better than ClaudioItaly/Underground.

Rank the Underground 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 v20241217
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