Glider by PatronusAI

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  Arxiv:2412.14140   Autotrain compatible Base model:finetune:microsoft/... Base model:microsoft/phi-3.5-m...   Conversational   Custom code   En   Endpoints compatible   Evaluation   Hallucination-detection   Instruct   Patronus ai   Phi3   Pytorch   Region:us   Safetensors   Sharded   Small-evaluator   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/PatronusAI/glider 

Glider Benchmarks

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

Glider Parameters and Internals

LLM NameGlider
Repository ๐Ÿค—https://huggingface.co/PatronusAI/glider 
Base Model(s)  microsoft/Phi-3.5-mini-instruct   microsoft/Phi-3.5-mini-instruct
Model Size3.8b
Required VRAM15.4 GB
Updated2024-12-27
MaintainerPatronusAI
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
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensecc-by-nc-4.0
Context Length131072
Model Max Length131072
Transformers Version4.47.0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typefloat32

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Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB260
ECE EIFFEL 3Bv2128K / 7.7 GB110
Artemide 3.5128K / 7.7 GB80382
Phi 3.5 Mini ITA128K / 7.7 GB832611
Phi3.5 Comets 3.8B128K / 7.7 GB280
Flow Judge V0.1128K / 7.7 GB22346
Note: green Score (e.g. "73.2") means that the model is better than PatronusAI/glider.

Rank the Glider Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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