Battle of the Models

Compare specific LLM models, context windows, and capabilities.

No matches found
VS
No matches found

Any GGUF Model

KoboldCpp

Intelligence Score 65/100
Model Popularity 0 votes
Context Window Customizable
Pricing Model Free / Open

Llama 3.2 3B

Ollama

Intelligence Score 75/100
Context Window 128K tokens
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

Llama 3.2 3B Wins

With an intelligence score of 75/100 vs 65/100, Llama 3.2 3B outperforms Any GGUF Model by 10 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Any GGUF Model
Llama 3.2 3B
Context Window
Customizable 128K tokens
Architecture
Transformer Transformer (Open Weight)
Est. MMLU Score
~60-64% ~70-74%
Release Date
2024 Sep 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Hardware dependent Hardware limited
Daily Limit
Unlimited Unlimited
Capabilities
No specific data
No specific data
Performance Tier
C-Tier (Good) B-Tier (Strong)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed 3B
Limitations
  • UI is functional but dated
  • Mainly for GGUF format
  • Configuration has learning curve
  • Depends on your RAM/GPU
  • Laptop fans will spin up
  • Large models (70B+) need heavy hardware
Key Strengths
  • Context shifting (Smart Context)
  • Visual Novel mode
  • Stable Diffusion integration
  • Local Inference: Data never leaves your device
  • Modelfiles: Script your own system prompts
  • API: Local REST API for app integration

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