LateOn-Code-edge-pretrain

85
license:apache-2.0
by
lightonai
Embedding Model
OTHER
New
85 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
Unknown
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Code Examples

Install ColGrepbash
# macOS / Linux
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/lightonai/next-plaid/releases/latest/download/colgrep-installer.sh | sh

# Windows (PowerShell)
powershell -c "irm https://github.com/lightonai/next-plaid/releases/latest/download/colgrep-installer.ps1 | iex"
Windows (PowerShell)bash
# Semantic search — find code by meaning
colgrep "function that retries HTTP requests"

# Regex search
colgrep -e "async fn\s+\w+"

# Hybrid — regex narrows candidates, semantics ranks them
colgrep -e "Result<" "error handling" --include="*.rs"
Regex searchbash
colgrep --install-claude-code
Install for Claude Codebash
# Set the model
colgrep set-model lightonai/LateOn-Code  # default: lightonai/LateOn-Code-edge
Usagebash
pip install -U pylate
CachedContrastivebibtex
@misc{gao2021scaling,
  title         = {Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup},
  author        = {Luyu Gao and Yunyi Zhang and Jiawei Han and Jamie Callan},
  year          = {2021},
  eprint        = {2101.06983},
  archivePrefix = {arXiv},
  primaryClass  = {cs.LG}
}

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