VibeCoder-20b-RL1_0

107
2
20.0B
1 language
license:apache-2.0
by
EpistemeAI
Language Model
OTHER
20B params
New
107 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
45GB+ RAM
Mobile
Laptop
Server
Quick Summary

Summary This is an improved version using RL of the vibe-code LLM.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
19GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by VibeCoder-20b-RL1_0 with quality assessment

Specialized For

general
multilingual

Training Datasets (1)

c4
🔵 6/10
general
multilingual
Key Strengths
  • •Scale and Accessibility: 750GB of publicly available, filtered text
  • •Systematic Filtering: Documented heuristics enable reproducibility
  • •Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • •English-Only: Limits multilingual applications
  • •Filtering Limitations: Offensive content and low-quality text remain despite filtering

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

text
pip install -U transformers kernels torch
text
!pip install -q --upgrade torch

!pip install -q transformers triton==3.4 kernels

!pip uninstall -q torchvision torchaudio -y

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