LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Calme 2.1 Phi3.5 4B by MaziyarPanahi

 »  All LLMs  »  MaziyarPanahi  »  Calme 2.1 Phi3.5 4B   URL Share it on

  197   
  Autotrain compatible Base model:finetune:microsoft/... Base model:microsoft/phi-3.5-m...   Chat   Conversational   Custom code Dataset:maziyarpanahi/truthy-d...   En   Finetuned   Instruct   Model-index   Phi   Phi3   Phi3.5   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/MaziyarPanahi/calme-2.1-phi3.5-4b 

Calme 2.1 Phi3.5 4B Benchmarks

MMLU Pro: 32.61
GPQA: 12.53
MUSR: 9.77
BBH: 36.11
IFEval: 56.59 vs 88 (so35)-35.7%
MATH Lvl 5: 20.39
LLME Score: 0.2986
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Calme 2.1 Phi3.5 4B (MaziyarPanahi/calme-2.1-phi3.5-4b)

Calme 2.1 Phi3.5 4B Parameters and Internals

Model Type 
text-generation
Use Cases 
Applications:
Advanced question-answering systems, Intelligent chatbots and virtual assistants, Content generation and summarization, Code generation and analysis, Complex problem-solving and decision support
Responsible Ai Considerations 
Mitigation Strategies:
Users should implement appropriate safeguards and human oversight when deploying this model in production environments.
LLM NameCalme 2.1 Phi3.5 4B
Repository 🤗https://huggingface.co/MaziyarPanahi/calme-2.1-phi3.5-4b 
Model Namecalme-2.1-phi3.5-4b
Model CreatorMaziyarPanahi
Base Model(s)  microsoft/Phi-3.5-mini-instruct   microsoft/Phi-3.5-mini-instruct
Model Size4b
Required VRAM7.7 GB
Updated2025-02-22
MaintainerMaziyarPanahi
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Supported Languagesen
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.43.1
Tokenizer ClassLlamaTokenizer
Padding Token<|end_of_text|>
Vocabulary Size32064
Torch Data Typebfloat16

Best Alternatives to Calme 2.1 Phi3.5 4B

Best Alternatives
Context / RAM
Downloads
Likes
Lunar 4B128K / 7.7 GB3701
Phi3.5 Gutenberg 4B128K / 7.7 GB1884
Calme 2.3 Phi3 4B4K / 7.7 GB57399
Calme 2.1 Phi3 4B4K / 7.7 GB2491
Calme 2.2 Phi3 4B4K / 7.7 GB1542
Ruphi 4B128K / 7.6 GB710
Phi 3.5 Mini Hyper128K / 7.7 GB500
...Instruct V0.3 HQQ 1bit Smashed4K / 0.9 GB100

Rank the Calme 2.1 Phi3.5 4B 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  

What open-source LLMs or SLMs are you in search of? 43470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer