Stanford and UC Berkeley introduce TokenGate for faster long-context prefill
The title claims token-gated attention speeds long-context prefill by up to 11.3 times; the article body was not available.
42
Product
TokenGate
- Mentions · 7d2
- Mentions · 30d2
- All mentions2
- First seenOct 18, 2026
- Last mentioned7h ago
Timeline
2 articles · newest firstTokenGate learns token pruning for faster LLM prefill
It reports 1.4–11.3× faster time-to-first-token and 1.5–3.4× lower peak memory with no accuracy loss.
46
Appears with
- Qwen3ai model · 1
- UC Berkeleyorganization · 1
- Stanfordorganization · 1
- Qwen3.5ai model · 1
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.