AutoCompress
LLM pruning must preserve quality while meeting hardware- and workload-specific constraints on latency, throughput, and memory. Existing pruning workflows often target parameter counts, requiring practitioners to manually select model sizes that meet latency, throughput, and GPU memory limits. However, parameter count alone does not predict these metrics, wh
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- First observed in our collection
- Nov 9, 2026, 8:40 AM UTC
- Earliest cited publication
- Nov 5, 2026, 4:53 PM UTC
- Last observed
- Nov 9, 2026, 10:44 AM UTC
Evidence in the last complete seven days
- Source mentions
- 1 Previous seven days 0
- Distinct sources
- 1 Previous 0
- Comparable growth
- Not comparable
- Ranking appearances
- 0
Collection observations and undated records are separate from dated publication counts. Observed in 7d：0 · Undated records：0
Collection coverage · Comparable windowsCurrent / previous observed days 7 / 7
Counts use complete UTC days. First observed means first seen by this collection, not when a term was coined.
Current window：2026-11-02 → 2026-11-09 (end excluded) · History 21 days
| Source | Current days | Previous days | Last success |
|---|---|---|---|
| arXiv | 6 | 7 | Nov 9, 2026, 1:15 AM UTC |
| arXiv | 7 | 6 | Nov 9, 2026, 6:00 AM UTC |
| Ask HN | 7 | 7 | Nov 9, 2026, 6:45 AM UTC |
| Ask HN | 7 | 7 | Nov 9, 2026, 6:15 AM UTC |
| Ask HN | 7 | 7 | Nov 9, 2026, 6:15 AM UTC |
| Ask HN | 7 | 7 | Nov 9, 2026, 6:15 AM UTC |
| GitHub | 7 | 7 | Nov 9, 2026, 2:00 AM UTC |
| GitHub Issues | 7 | 7 | Nov 9, 2026, 4:45 AM UTC |
| GitHub Releases | 7 | 5 | Nov 9, 2026, 1:15 AM UTC |
| GitHub | 7 | 7 | Nov 9, 2026, 3:15 AM UTC |
| GitHub Issues | 7 | 7 | Nov 9, 2026, 6:00 AM UTC |
| GitHub Releases | 7 | 7 | Nov 9, 2026, 6:00 AM UTC |
| GitHub | 7 | 7 | Nov 9, 2026, 3:15 AM UTC |
| GitHub Issues | 7 | 7 | Nov 9, 2026, 6:15 AM UTC |
| GitHub Releases | 7 | 7 | Nov 9, 2026, 6:00 AM UTC |
| GitHub Discovery | 4 | 0 | Nov 9, 2026, 6:15 AM UTC |
| GitHub Trending | 7 | 7 | Nov 9, 2026, 8:30 AM UTC |
| 7 | 6 | Nov 9, 2026, 9:00 AM UTC | |
| Hugging Face | 7 | 6 | Nov 9, 2026, 9:00 AM UTC |
| Hugging Face Spaces | 4 | 0 | Nov 9, 2026, 5:15 AM UTC |
| Hacker News | 7 | 7 | Nov 9, 2026, 8:30 AM UTC |
| Hacker News | 7 | 7 | Nov 9, 2026, 6:15 AM UTC |
| Hacker News | 7 | 7 | Nov 9, 2026, 6:45 AM UTC |
| Hacker News | 4 | 0 | Nov 9, 2026, 6:15 AM UTC |
| Show HN | 4 | 0 | Nov 9, 2026, 6:15 AM UTC |
| MIT News | 7 | 6 | Nov 8, 2026, 8:15 PM UTC |
| OpenAI | 7 | 7 | Nov 8, 2026, 12:00 PM UTC |
| Product Hunt | 7 | 7 | Nov 9, 2026, 8:30 AM UTC |
| 量子位 | 5 | 7 | Nov 8, 2026, 11:30 AM UTC |
| OpenRouter | 4 | 0 | Nov 9, 2026, 10:17 AM UTC |
| GitHub Trending | 5 | 7 | Nov 6, 2026, 1:15 PM UTC |
| Hugging Face Models | 4 | 0 | Nov 9, 2026, 10:44 AM UTC |
| HF Daily Papers | 4 | 0 | Nov 9, 2026, 10:44 AM UTC |
| OpenRouter | 4 | 0 | Nov 9, 2026, 10:17 AM UTC |
| Product Hunt | 5 | 7 | Nov 6, 2026, 1:15 PM UTC |
| SEC EDGAR | 7 | 7 | Nov 8, 2026, 11:00 PM UTC |
| Sequoia Capital | 7 | 6 | Nov 9, 2026, 7:15 AM UTC |
| Simon Willison | 4 | 0 | Nov 8, 2026, 3:45 PM UTC |
| TechCrunch | 7 | 7 | Nov 9, 2026, 10:30 AM UTC |
| Contracts Finder | 7 | 7 | Nov 9, 2026, 8:45 AM UTC |
| V2EX | 7 | 7 | Nov 9, 2026, 10:30 AM UTC |
- Counts describe monitored public sources, not the whole web or search demand.
Daily history · up to 90 days
Bars show dated source mentions. The latest UTC day may be incomplete. Zero mentions and missing collection coverage are different conditions.
View accessible daily data
| UTC date | Mentions | Sources | Observations | Ranking appearances |
|---|---|---|---|---|
| 2026-10-26 | 0 | 0 | 0 | 0 |
| 2026-10-27 | 0 | 0 | 0 | 0 |
| 2026-10-28 | 0 | 0 | 0 | 0 |
| 2026-10-29 | 0 | 0 | 0 | 0 |
| 2026-10-30 | 0 | 0 | 0 | 0 |
| 2026-10-31 | 0 | 0 | 0 | 0 |
| 2026-11-01 | 0 | 0 | 0 | 0 |
| 2026-11-02 | 0 | 0 | 0 | 0 |
| 2026-11-03 | 0 | 0 | 0 | 0 |
| 2026-11-04 | 0 | 0 | 0 | 0 |
| 2026-11-05 | 1 | 1 | 0 | 0 |
| 2026-11-06 | 0 | 0 | 0 | 0 |
| 2026-11-07 | 0 | 0 | 0 | 0 |
| 2026-11-08 | 0 | 0 | 0 | 0 |
| 2026-11-09 | 0 | 0 | 1 | 1 |
Source evidence
Sources in the evidence shown：HF Daily Papers 1
HF Daily Papers · Published Nov 5, 2026
AutoCompress: Automated Hardware-Guided Model Compression
LLM pruning must preserve quality while meeting hardware- and workload-specific constraints on latency, throughput, and memory. Existing pruning workflows often target parameter counts, requiring practitioners to manually select model sizes that meet latency, throughput, and GPU memory limits. However, parameter count alone does not predict these metrics, wh
Review priority 39 / 100
This score orders research candidates. It is not search volume, a forecast or verified commercial demand.
Evidence
8 / 30Distinct dated articles or first observations; repeat crawling adds nothing.
Publisher diversity
8 / 25Conservative owner grouping; syndicated copies count once.
Comparable change
0 / 20Comparable complete weeks only; no percentage from a zero baseline.
Recent evidence
14.9 / 15Latest publication or first observation, not repeated fetch time.
Name specificity
8.5 / 10Explicit entities and technical concepts outrank ambiguous acronyms.
Limitations and interpretation
- First observation is a collection milestone, not proof that a word or product is new to the world.
- Counts describe monitored public sources, not the whole web or search demand.
- First observed here is not the invention date of a name or idea.
- Candidates come from public titles, summaries and entity URLs, not verified full-text analysis.
- Owner grouping is conservative; undisclosed syndication may remain.
- Repeat ranking appearances are observations, not new articles or independent endorsements.
- Sources behind this term changed or lack a comparable baseline.
- Recent evidence includes collection over three days after publication.
- The previous week is too small for a reliable percentage change.
- Current evidence comes from one publisher or owner.