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Beef 12B by hardlyworking

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  Merged Model   Adapter   Axolotl Base model:adapter:hardlyworki... Base model:hardlyworking/noodl... Dataset:anthracite-core/c2 log... Dataset:epiculous/synthrp-gens... Dataset:hardlyworking/openerot... Dataset:minervaai/aesir-previe... Dataset:nitral-ai/creative wri... Dataset:pjmixers/lodrick-the-l...   Dataset:resplendentai/bluemoon   Finetuned   Generated from trainer   Lora   Mistral   Peft   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/hardlyworking/Beef-12B 

Beef 12B Benchmarks

LLME Score: 0.23018
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Beef 12B (hardlyworking/Beef-12B)
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Beef 12B Parameters and Internals

LLM NameBeef 12B
Repository 🤗https://huggingface.co/hardlyworking/Beef-12B 
Base Model(s)  Noodles Merge 12B   hardlyworking/Noodles-Merge-12B
Merged ModelYes
Model Size12b
Required VRAM3.6 GB
Updated2025-07-08
Maintainerhardlyworking
Model Files  3.6 GB   0.0 GB
Model ArchitectureAdapter
Is Biasednone
Tokenizer ClassPreTrainedTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Moduleso_proj|down_proj|gate_proj|up_proj|k_proj|q_proj|v_proj
LoRA Alpha16
LoRA Dropout0.05
R Param128

Best Alternatives to Beef 12B

Best Alternatives
Context / RAM
Downloads
Likes
Noodles 12B0K / 3.6 GB60
G3 12B Pt Story Qlora0K / 0.5 GB240
CEV Other 12B Lora0K / 0.1 GB50
Meme 12B Lora E20K / 0.2 GB180
Meme 12B Lora E20K / 0.2 GB80
Control 12B R3 Lora0K / 2.9 GB60
Control 12B R3 Lora0K / 2.9 GB50
...Noctis R64 Test Train Lora 12B0K / 0.9 GB50
...Noctis R64 Test Train Lora 12B0K / 0.9 GB50
Aurora 12B0K / 24.5 GB70

Rank the Beef 12B 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 v20241124
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