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Llama 3 15B Instruct Zeroed by elinas

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  Merged Model   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/elinas/Llama-3-15B-Instruct-zeroed 

Llama 3 15B Instruct Zeroed Benchmarks

ARC: 61.69 vs 96.7 (so35)-36.2%
HellaSwag: 78.64 vs 95.3 (gpt4)-17.5%
MMLU: 67.97 vs 88.3 (so35)-23%
TruthfulQA: 52.46 vs 59 (gpt4)-11.1%
WinoGrande: 74.98 vs 87.5 (gpt4)-14.3%
GSM8K: 70.74 vs 96.4 (so35)-26.6%
LLME Score: 0.1827
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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Llama 3 15B Instruct Zeroed Parameters and Internals

Model Type 
text generation
Additional Notes 
This model was merged using the passthrough merge method while zeroing `o_proj` and `down_proj`. There is a finetuned version available that improves performance.
LLM NameLlama 3 15B Instruct Zeroed
Repository 🤗https://huggingface.co/elinas/Llama-3-15B-Instruct-zeroed 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Merged ModelYes
Model Size8b
Required VRAM30 GB
Updated2025-06-09
Maintainerelinas
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-4   9.9 GB: 2-of-4   10.0 GB: 3-of-4   0.1 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.37.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 15B Instruct Zeroed (elinas/Llama-3-15B-Instruct-zeroed)

Quantized Models of the Llama 3 15B Instruct Zeroed

Model
Likes
Downloads
VRAM
L3 Aethora 15B V2 EXL2 4.0bpw1228 GB
L3 Aethora 15B V2 EXL2 8.0bpw11512 GB
L3 Aethora 15B V2 EXL2 6.0bpw11311 GB
L3 Aethora 15B V2 EXL2 5.0bpw11310 GB

Best Alternatives to Llama 3 15B Instruct Zeroed

Best Alternatives
Context / RAM
Downloads
Likes
...otron 8B UltraLong 4M Instruct4192K / 32.1 GB3284108
UltraLong Thinking4192K / 16.1 GB3672
...a 3.1 8B UltraLong 4M Instruct4192K / 32.1 GB17624
...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB52615
Zero Llama 3.1 8B Beta61048K / 16.1 GB9581
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB180845
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
....1 1million Ctx Dark Planet 8B1048K / 32.3 GB902
...dger Nu Llama 3.1 8B UltraLong1048K / 16.2 GB303
Note: green Score (e.g. "73.2") means that the model is better than elinas/Llama-3-15B-Instruct-zeroed.

Rank the Llama 3 15B Instruct Zeroed Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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