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Phi3 Toxicity Judge Merge by grounded-ai

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Phi3 Toxicity Judge Merge is an open-source language model by grounded-ai. Features: 3.8b LLM, VRAM: 15.4GB, Context: 4K, License: mit, Instruction-Based, LLM Explorer Score: 0.13.

Base model:finetune:microsoft/... Base model:microsoft/phi-3-min...   Conversational   Custom code   Endpoints compatible   Generated from trainer   Instruct   Phi3   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/grounded-ai/phi3-toxicity-judge-merge 

Phi3 Toxicity Judge Merge Benchmarks

LLME Score: 0.12857
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phi3 Toxicity Judge Merge (grounded-ai/phi3-toxicity-judge-merge)
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Phi3 Toxicity Judge Merge Parameters and Internals

Model Type 
toxicity classification
Input Output 
Input Format:
Formatted prompt indicating text to analyze as toxic or non-toxic with justification.
Accepted Modalities:
text
Output Format:
Single word classification of 'toxic' or 'non-toxic', followed by reasoning.
Performance Tips:
Use recommended prompting strategy for best results.
LLM NamePhi3 Toxicity Judge Merge
Repository 🤗https://huggingface.co/grounded-ai/phi3-toxicity-judge-merge 
Base Model(s)  Phi 3 Mini 4K Instruct   microsoft/Phi-3-mini-4k-instruct
Model Size3.8b
Required VRAM15.4 GB
Updated2026-07-07
Maintainergrounded-ai
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   0.4 GB: 4-of-4
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typefloat32

Best Alternatives to Phi3 Toxicity Judge Merge

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Phi 4 Mini Instruct128K / 7.7 GB545512785
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Phi 4 Mini Instruct Heretic128K / 7.7 GB480
Phi 3 Mini 128K Instruct128K / 7.7 GB50
MediPhi Instruct128K / 7.7 GB167169
NuExtract V1.5128K / 7.7 GB10851189
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB60
ECE EIFFEL 3Bv2128K / 7.7 GB60
Phi 4 Mini Instruct128K / 7.7 GB249224
Note: green Score (e.g. "73.2") means that the model is better than grounded-ai/phi3-toxicity-judge-merge.

Rank the Phi3 Toxicity Judge Merge 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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