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Llama Sentient 3.2 3B Instruct by prithivMLmods

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Model Card on HF 🤗: https://huggingface.co/prithivMLmods/Llama-Sentient-3.2-3B-Instruct 

Llama Sentient 3.2 3B Instruct Benchmarks

LLME Score: 0.21796
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama Sentient 3.2 3B Instruct (prithivMLmods/Llama-Sentient-3.2-3B-Instruct)

Llama Sentient 3.2 3B Instruct Parameters and Internals

LLM NameLlama Sentient 3.2 3B Instruct
Repository 🤗https://huggingface.co/prithivMLmods/Llama-Sentient-3.2-3B-Instruct 
Base Model(s)  meta-llama/Llama-3.2-3B-Instruct   meta-llama/Llama-3.2-3B-Instruct
Model Size3b
Required VRAM6.5 GB
Updated2025-05-16
MaintainerprithivMLmods
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.5 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensecreativeml-openrail-m
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

Quantized Models of the Llama Sentient 3.2 3B Instruct

Model
Likes
Downloads
VRAM
... Sentient 3.2 3B Instruct GGUF8582 GB

Best Alternatives to Llama Sentient 3.2 3B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
...2 3B Instruct Unsloth Bnb 4bit128K / 2.4 GB14765310
Llama32 3B En Emo 2000 Stp128K / 2.2 GB300
Llama32 3B En Emo 300 Stp128K / 2.2 GB90
Llama32 3B En Emo 1000 Stp128K / 2.2 GB70
Llama32 3B En Emo 5000 Stp128K / 2.2 GB50
...ngCore 3B Instruct R01 Reflect128K / 6.5 GB01
ReasoningCore 3B 0128K / 6.5 GB162
Llama 3.2 3B Unsloth Bnb 4bit128K / 2.4 GB146261
....1 Pretrained Unsloth Bnb 4bit128K / 2.5 GB21543
Security Llama3.2 3B128K / 6.5 GB240
Note: green Score (e.g. "73.2") means that the model is better than prithivMLmods/Llama-Sentient-3.2-3B-Instruct.

Rank the Llama Sentient 3.2 3B Instruct 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 v20241227
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