Article
SmolVLA: Efficient Vision-Language-Action Model trained on Lerobot Community Data
- +7
danaaubakirova, andito, merve, ariG23498, fracapuano, loubnabnl, pcuenq, mshukor, cadene
• • 347DJ Sri Vigneshwar
Sri-Vigneshwar-DJ
AI & ML interests
Co-Founder, CTO @Hawky.ai - Creative Intelligence for Performance Marketing
Recent Activity
upvoted an article 3 days ago
SmolVLA: Efficient Vision-Language-Action Model trained on Lerobot Community Data updated a Space 7 days ago
Hawky-ai/feather-db updated a Space 7 days ago
Sri-Vigneshwar-DJ/feather-dbOrganizations
upvoted an article 3 days ago
updated 2
Spaces 7 days ago
updated a
dataset 16 days ago
updated a
Space 17 days ago
updated a
dataset 17 days ago
published an article 17 days ago
Article
Feather DB on LongMemEval: embedded retrieval beats full-context GPT-4o for $2.40
Sri-Vigneshwar-DJ
• posted an update 18 days ago
Post
124
We ran Feather DB v0.8.0 on LongMemEval (ICLR 2025) — 500 questions across real multi-session conversations, up to 115K tokens each.
**Score: 0.693** · GPT-4o full-context baseline: 0.640
Full 500-question run with Gemini-Flash: **$2.40**
Per-axis breakdown:
→ Info-extraction: **0.942**
→ Knowledge-update: **0.714**
→ Multi-session: **0.606**
→ Temporal: **0.477** ← the hard one, Phase 9 addresses this
Architecture: Hybrid BM25+dense · adaptive temporal decay · embedded (no server) · p50 = 0.19ms · MIT
Raw results + audit JSONs: Hawky-ai/longmemeval-results
We ran Feather DB v0.8.0 on LongMemEval (ICLR 2025) — 500 questions across real multi-session conversations, up to 115K tokens each.
**Score: 0.693** · GPT-4o full-context baseline: 0.640
Full 500-question run with Gemini-Flash: **$2.40**
Per-axis breakdown:
→ Info-extraction: **0.942**
→ Knowledge-update: **0.714**
→ Multi-session: **0.606**
→ Temporal: **0.477** ← the hard one, Phase 9 addresses this
Architecture: Hybrid BM25+dense · adaptive temporal decay · embedded (no server) · p50 = 0.19ms · MIT
pip install feather-dbRaw results + audit JSONs: Hawky-ai/longmemeval-results
published a
dataset 20 days ago
updated a
dataset 24 days ago
published a
dataset 24 days ago
liked a
model about 1 month ago
updated a
Space about 2 months ago
updated a
collection about 2 months ago
published a
Space about 2 months ago
liked 3
models about 2 months ago
updated a
collection 2 months ago