Infrastructure●●●Banger
We fine-tuned an AI model for log search – Accuracy 50% to 80%
Fixes AI log search blindness by fine-tuning embeddings on operational data.
Big BrainDark HorseSolve My Problem
rkorlimarla
102mo ago
Back to browse
Thedex releases distilled/finetuned model
by rkorlimarla·Apr 23, 2026·1 point·0 comments
AI Analysis
●●SolidNiche GemSolve My Problem
96.4% quality at 1/7th the size—DistilBERT energy for log embeddings.
Strengths
- •5-7x throughput gain on CPU cores without requiring expensive GPU infrastructure
- •1,536 byte vectors cut storage costs in half versus the full 3,072 byte model
- •Two-model architecture lets you route ingest vs. search queries appropriately
Weaknesses
- •Model distillation is well-trodden—DistilBERT, TinyLLaMA already proved this pattern
- •Only useful if you're already using Thedex; not a standalone library or tool
Category
Target Audience
Engineering teams processing high-volume logs
Similar To
DistilBERT · sentence-transformers · Instructor embeddings
Post Description
Thedex specializes in developing and optimizing embedding models for multiple verticals
Similar Projects
AI/ML●●Solid
Concept-Vector – human-interpretable word embeddings
Human-interpretable embeddings replace arbitrary latent dimensions.
Big BrainNiche Gem
clejack
316d ago
AI/ML●●●Banger
Needle: We Distilled Gemini Tool Calling into a 26M Model
Distilled Gemini tool-calling into a 26M model that runs at 1200 tok/s on phones.
Big BrainWizardry
HenryNdubuaku
7762111mo ago
AI/ML○Pass
The Logos Machine – AI that distill knowledge into weights during Sleep
Email-gated DocSend deck with grandiose claims and zero shipped code.
AnvarBakiyev
2018d ago
AI/ML●●Solid
Fingerprinting Text Embedding Models via Floating-Point Artifacts
Identifies embedding models from digit patterns alone, ignoring semantic content entirely.
Big BrainWizardry
yantrams
103mo ago
AI/ML●●●Banger
Drift – an embedding-model upgrade should be a rotation, not a reindex
Orthogonal Procrustes migration means embedding model upgrades without reindexing.
WizardryBig Brain
aayush4vedi
6311d ago