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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

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: 0.28031
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Llama 3 15B Instruct Zeroed Parameters and Internals

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
Updated2024-09-16
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 6.0bpw1311 GB
L3 Aethora 15B V2 EXL2 8.0bpw1212 GB
L3 Aethora 15B V2 EXL2 5.0bpw1110 GB
L3 Aethora 15B V2 EXL2 4.0bpw118 GB

Best Alternatives to Llama 3 15B Instruct Zeroed

Best Alternatives
Context / RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB10518663
...struct Gradient 1048K MAC Lora1024K / 5.9 GB41612
L3.1 Gradient1024K / 16.1 GB190
...SLERP Gradient1048k OpenBioLLM1024K / 16.1 GB80
Llama3 8B Special Dark V3.1.2B1024K / 16.1 GB60
Loki1024K / 16.1 GB50
...lama3 8B Special Dark V3.1.2aa1024K / 16.1 GB50
...lama3 8B Special Dark V3.1.1yy1024K / 16.1 GB50
Unholy Thoth 8B V21024K / 16.1 GB50
... Instruct Gradient 1048K Agent1024K / 16.1 GB141
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

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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 v2024072803
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