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

Slim Summary Tiny by llmware

 »  All LLMs  »  llmware  »  Slim Summary Tiny   URL Share it on

  96   
  Autotrain compatible   Llama   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/llmware/slim-summary-tiny 

Slim Summary Tiny Benchmarks

LLME Score: 0.19608
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Slim Summary Tiny (llmware/slim-summary-tiny)

Slim Summary Tiny Parameters and Internals

Model Type 
text summarization
Additional Notes 
The model is specialized for function-call summarization with an optional list size parameter. Model can run on CPUs.
Input Output 
Input Format:
text passage
Accepted Modalities:
text
Output Format:
python list of distinct summary points
Performance Tips:
Use 'quantized tool' version for fast inference. Use provided string remediation handler from llmware to handle conversion issues. Adjust parameters for specific use cases, e.g. 'brief description (1)' for a single output point.
LLM NameSlim Summary Tiny
Repository 🤗https://huggingface.co/llmware/slim-summary-tiny 
Model Size1.1b
Required VRAM2.2 GB
Updated2025-02-22
Maintainerllmware
Model Typellama
Model Files  2.2 GB
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.38.1
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat32

Best Alternatives to Slim Summary Tiny

Best Alternatives
Context / RAM
Downloads
Likes
Coven Tiny 1.1b 32k Orpo Alpha32K / 2.2 GB1612
Test Mix 0132K / 2.2 GB1660
Palmer Merge Test 532K / 2.2 GB1570
...llama 1.1B 16K Instructions V432K / 2.2 GB980
Palmer 002 32K32K / 2.2 GB1710
TinyLlama 1.1B 32K Instruct32K / 2.2 GB23512
Tinyllama History Chat V1.132K / 2.2 GB1220
TinyLlama 1.1B 32K32K / 2.2 GB12128
TinyJ.O.S.I.E. 1.1B 32K Base32K / 2.2 GB301
Tinyllama 32k32K / 2.2 GB840
Note: green Score (e.g. "73.2") means that the model is better than llmware/slim-summary-tiny.

Rank the Slim Summary Tiny 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