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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: 0.20658
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 (elinas/Llama-3-15B-Instruct-zeroed)

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
Updated2025-02-05
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

Quantized Models of the Llama 3 15B Instruct Zeroed

Model
Likes
Downloads
VRAM
L3 Aethora 15B V2 EXL2 8.0bpw11012 GB
L3 Aethora 15B V2 EXL2 5.0bpw1710 GB
L3 Aethora 15B V2 EXL2 4.0bpw168 GB
L3 Aethora 15B V2 EXL2 6.0bpw1511 GB

Best Alternatives to Llama 3 15B Instruct Zeroed

Best Alternatives
Context / RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB6623678
Mpasila Viking 8B1024K / 16.1 GB590
161024K / 16.1 GB1690
Because Im Bored Nsfw11024K / 16.1 GB661
121024K / 16.1 GB600
MrRoboto ProLong 8B V4b1024K / 16.1 GB1070
MrRoboto ProLong 8B V1a1024K / 16.1 GB1080
MrRoboto ProLong 8B V2a1024K / 16.1 GB1020
MrRoboto ProLong 8B V4c1024K / 16.1 GB870
8B Unaligned BASE V2b1024K / 16.1 GB980
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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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