Results for “scaling-laws”
33 skillsMore results
jiachen-t-wang Scaling Data Constrained Language Models Arxiv 2305 16264v3
Scaling Data-Constrained Language Models
6
jiachen-t-wang Training Compute Optimal Large Language Models Arxiv 2203 15
Training Compute-Optimal Large Language Models
6
jiachen-t-wang Scaling Instruction Finetuned Language Models Arxiv 2210 114
Scaling Instruction-Finetuned Language Models
6
owl-listener Fitts Law
Apply Fitts's Law to size and position interactive targets for fast, accurate interaction.
1.7k
wondelai System Design
Design scalable distributed systems using structured approaches for load balancing, caching, database scaling, and message queues.
1.6k · bundle
intense-visions Design Type Scale
Type Scale
18 · bundle
github Qdrant Sliding Time Window
Guides scaling Qdrant vector search with time-based data rotation using shard rotation, collection rotation, or filter-and-delete strategies.
36.2k
github Qdrant Scaling Query Volume
Optimizes Qdrant query performance for large limits across multiple shards by using Poisson-distributed subsampling to reduce inter-shard data transfer.
36.2k
github Qdrant Scaling
Guides scaling decisions for Qdrant vector databases based on data volume, query throughput, latency, or query volume.
36.2k
dangquangse Scale Game
Tests approaches at extreme scales (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales.
19
mukul975 Configuring Microsegmentation For Zero Trust
Design and enforce microsegmentation policies using workload identity and label-based rules to prevent lateral movement in zero trust architectures, with guidance for tools like VMware NSX, Illumio, and Calico.
24.6k · bundle
huuanh20 Scale Game
Tests approaches at extreme scales to reveal fundamental limits and strengths hidden at normal scales.
1
smith6jt-cop Risk Sizing Not Blocking
Risk managers should SIZE trades, not BLOCK them. Trigger when: (1) capital manager blocks trades, (2) risk manager rejects orders, (3) trades fail due to 'exceeds limit', (4) components don't work in harmony.
3
jiachen-t-wang Scaling Vision With Sparse Mixture Of Experts Arxiv 2106 059
Scaling Vision with Sparse Mixture of Experts
6
jiachen-t-wang Lora Low Rank Adaptation Of Large Language Models Arxiv 2106
LoRA: Low-Rank Adaptation of Large Language Models
6
affaan-m Rules Distill
Scan installed skills to extract cross-cutting principles and distill them into rules files.
226k · bundle
arustydev Lang Scala Dev
Foundational Scala patterns covering immutability, pattern matching, traits, case classes, for-comprehensions, and functional programming. Use when writing Scala code, understanding the type system, or needing guidance on which specialized Scala skill to use. This is the entry point for Scala development.
8 · bundle
thedixitjain Scala
Language-specific super-code guidelines for scala.
2
jiachen-t-wang Scaling Vision Transformers To 22 Billion Parameters Arxiv 2
Scaling Vision Transformers to 22 Billion Parameters
6
owl-listener Hicks Law
Reduce decision time and cognitive burden by limiting the number and complexity of simultaneous choices in user interfaces.
1.7k
owl-listener Millers Law
Apply Miller's Law and chunking strategies to group information into meaningful units, making interfaces easier to scan, understand, and recall.
1.7k
jiachen-t-wang Autoaugment Learning Augmentation Strategies From Data Arxiv
AutoAugment: Learning Augmentation Strategies from Data
6
scoheart Vercel Composition Patterns
Provides React composition patterns to avoid boolean prop proliferation, covering compound components, state management, and React 19 API changes.
2 · bundle
jiachen-t-wang Llava Next Improved Reasoning Ocr And World Knowledge Arxiv
LLaVA-NeXT: Improved Reasoning, OCR, and World Knowledge
6
pranavnagrecha Restriction Rules
Design and deploy Salesforce restriction rules to subtract record access from users, covering eligibility, criteria syntax, metadata shape, and documented enforcement gaps.
15 · bundle
dracounion Concept Survival Law
当试图建立或改变一个习惯、例行程序，但遇到阻力或难以坚持时
11 · bundle
smith6jt-cop Parameter Scaling
MaxFuse parameter tuning when protein panel size changes (26 → 59+ markers)
3
jiachen-t-wang Svit Scaling Up Visual Instruction Tuning Arxiv 2307 04087v2
SVIT: Scaling up Visual Instruction Tuning
6
loopyluci Banking Law
Use when practicing banking law.
1
jiachen-t-wang Copy Paste Augmentation For Instance Segmentation Arxiv 2012
Copy-Paste Augmentation for Instance Segmentation
6
curiositech Pixel Art Scaler
Deterministic pixel art upscaling using EPX/Scale2x, hq2x/hq4x, and xBR algorithms that add valid sub-pixels through pattern recognition. Activate on 'pixel art scaling', 'EPX', 'Scale2x', 'hq2x', 'hq4x', 'xBR', 'retro game upscaling'. NOT for AI/ML upscaling, photo enlargement, or simple nearest-neighbor.
10 · bundle
pranavnagrecha Scoping Rules
Configures Salesforce scoping rules to set a default filtered view of records in list views, reports, and SOQL without removing user access.
15 · bundle