Research directly related to Chess technology.
Ben Kelly PRO
YellowjacketGames
AI & ML interests
None yet
Recent Activity
updated
a collection
about 11 hours ago
[models] GTX 1660 Super 6gb
updated
a collection
about 11 hours ago
[mixed] ORCAssist "Work's Done!"
updated
a collection
about 11 hours ago
[mixed] ORCAssist "Work's Done!"
Organizations
Models that run well on a *standalone* RTX a6000's 48gb of VRAM.
TPS can be as low as 1.0, seriously. its SLOW.
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unsloth/GLM-4.7-GGUF
Text Generation • 358B • Updated • 50.4k • 202 -
unsloth/DeepSeek-R1-0528-GGUF
Text Generation • 671B • Updated • 15.4k • 194 -
unsloth/Llama-4-Maverick-17B-128E-Instruct-GGUF
Image-Text-to-Text • 401B • Updated • 17.4k • 43 -
unsloth/MiniMax-M2.1-GGUF
Text Generation • 229B • Updated • 60.7k • 186
hey, you gotta try. any precision acceptable here, QA check the actual result quality. at your own risk, fool.
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UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation
Paper • 2504.08761 • Published • 7 -
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
Paper • 2512.23959 • Published • 112 -
DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal
Paper • 2601.18081 • Published • 7 -
nvidia/nemotron-colembed-vl-8b-v2
Visual Document Retrieval • Updated • 2.76k • 25
Research papers that may contribute to a broader approach to teaching machines how to play complex strategy games beyond just Chess.
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OptiMind: Teaching LLMs to Think Like Optimization Experts
Paper • 2509.22979 • Published • 4 -
LFM2 Technical Report
Paper • 2511.23404 • Published • 53 -
Zero-Overhead Introspection for Adaptive Test-Time Compute
Paper • 2512.01457 • Published • 2 -
Confidence Estimation for LLMs in Multi-turn Interactions
Paper • 2601.02179 • Published • 17
The best little card under 100 euros. Full Precision vs Quants not benchmarked. This card is so much better at running inference than you realize.
Toaster Tier but not iGPU
Emphasis on Portuguese, Spanish, Vietnamese, Hebrew
The stuff we actually use, pruned on an ongoing basis.
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Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
Paper • 2601.14249 • Published • 11 -
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models
Paper • 2402.07033 • Published • 19 -
MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
Paper • 2601.07251 • Published • 11 -
GameTalk: Training LLMs for Strategic Conversation
Paper • 2601.16276 • Published • 12
Seriously, look at the size of these dumps! They're a huge pile of data, dumped on your doorstep!
Research directly related to Chess technology.
Research papers that may contribute to a broader approach to teaching machines how to play complex strategy games beyond just Chess.
-
OptiMind: Teaching LLMs to Think Like Optimization Experts
Paper • 2509.22979 • Published • 4 -
LFM2 Technical Report
Paper • 2511.23404 • Published • 53 -
Zero-Overhead Introspection for Adaptive Test-Time Compute
Paper • 2512.01457 • Published • 2 -
Confidence Estimation for LLMs in Multi-turn Interactions
Paper • 2601.02179 • Published • 17
Models that run well on a *standalone* RTX a6000's 48gb of VRAM.
The best little card under 100 euros. Full Precision vs Quants not benchmarked. This card is so much better at running inference than you realize.
TPS can be as low as 1.0, seriously. its SLOW.
-
unsloth/GLM-4.7-GGUF
Text Generation • 358B • Updated • 50.4k • 202 -
unsloth/DeepSeek-R1-0528-GGUF
Text Generation • 671B • Updated • 15.4k • 194 -
unsloth/Llama-4-Maverick-17B-128E-Instruct-GGUF
Image-Text-to-Text • 401B • Updated • 17.4k • 43 -
unsloth/MiniMax-M2.1-GGUF
Text Generation • 229B • Updated • 60.7k • 186
Toaster Tier but not iGPU
hey, you gotta try. any precision acceptable here, QA check the actual result quality. at your own risk, fool.
Emphasis on Portuguese, Spanish, Vietnamese, Hebrew
The stuff we actually use, pruned on an ongoing basis.
-
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
Paper • 2601.14249 • Published • 11 -
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models
Paper • 2402.07033 • Published • 19 -
MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences
Paper • 2601.07251 • Published • 11 -
GameTalk: Training LLMs for Strategic Conversation
Paper • 2601.16276 • Published • 12
-
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation
Paper • 2504.08761 • Published • 7 -
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
Paper • 2512.23959 • Published • 112 -
DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal
Paper • 2601.18081 • Published • 7 -
nvidia/nemotron-colembed-vl-8b-v2
Visual Document Retrieval • Updated • 2.76k • 25
Seriously, look at the size of these dumps! They're a huge pile of data, dumped on your doorstep!