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ComfyUI vs Forge on a 16 GB GPU: a tie on SDXL, ComfyUI twice as fast when the model does not fit
Efrain Garay
Efrain Garay
Efrain Garay
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Oct 18
ComfyUI vs Forge on a 16 GB GPU: a tie on SDXL, ComfyUI twice as fast when the model does not fit
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stablediffusion
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ai
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gpu
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benchmark
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2 min read
A 3090 vs an L40S: 1.09x at batch 1, 0.46x at batch 128
Qaiser Mehdi
Qaiser Mehdi
Qaiser Mehdi
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Oct 18
A 3090 vs an L40S: 1.09x at batch 1, 0.46x at batch 128
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llm
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gpu
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vllm
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benchmark
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2 min read
Best AI Coding Agent for the Money: What Databricks’ Benchmark Reveals
Jin
Jin
Jin
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Oct 18
Best AI Coding Agent for the Money: What Databricks’ Benchmark Reveals
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ai
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agents
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databricks
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2 min read
Your Agent Benchmark Pauses the World. Production Doesn't.
Vikas Srivastava
Vikas Srivastava
Vikas Srivastava
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Oct 18
Your Agent Benchmark Pauses the World. Production Doesn't.
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transformers
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agents
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benchmark
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testing
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4 min read
How an LLM Evaluation Benchmark Produces Comparable Numbers: Inside the LFORLA Mechanism
RESK
RESK
RESK
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Oct 18
How an LLM Evaluation Benchmark Produces Comparable Numbers: Inside the LFORLA Mechanism
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llm
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evaluation
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benchmark
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ai
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4 min read
Graph on one server: a 4-hop query 19 to 388 times faster than the incumbents
Semurg
Semurg
Semurg
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Oct 18
Graph on one server: a 4-hop query 19 to 388 times faster than the incumbents
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graph
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database
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benchmark
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performance
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4 min read
Our agentic coding benchmark results are now an open dataset on Hugging Face
Mihai Perdum
Mihai Perdum
Mihai Perdum
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Oct 18
Our agentic coding benchmark results are now an open dataset on Hugging Face
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ai
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llm
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huggingface
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3 min read
NVFP4 vs FP8 vs GGUF on a 16 GB Ada GPU: NVFP4 decodes 2.3x faster and ties BF16 on GSM8K
Efrain Garay
Efrain Garay
Efrain Garay
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Oct 18
NVFP4 vs FP8 vs GGUF on a 16 GB Ada GPU: NVFP4 decodes 2.3x faster and ties BF16 on GSM8K
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llm
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machinelearning
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gpu
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benchmark
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2 min read
Your GPU Benchmark Is Lying: Measuring LLM Inference Under Thermal Throttling the Right Way
EME GUG
EME GUG
EME GUG
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Oct 17
Your GPU Benchmark Is Lying: Measuring LLM Inference Under Thermal Throttling the Right Way
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llm
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gpu
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benchmark
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performance
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7 min read
Llmspeed Benchmark: Pick the Perfect On‑Device LLM Hardware Fast
LeoJulieta
LeoJulieta
LeoJulieta
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Oct 17
Llmspeed Benchmark: Pick the Perfect On‑Device LLM Hardware Fast
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llmspeed
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benchmark
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hardware
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english
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4 min read
Llmspeed: Benchmark rápido de LLMs com latência, throughput e TCO
LeoJulieta
LeoJulieta
LeoJulieta
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Oct 17
Llmspeed: Benchmark rápido de LLMs com latência, throughput e TCO
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llmspeed
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benchmark
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hardware
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portugues
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3 min read
Llmspeed: Mide el rendimiento de LLMs locales en minutos
LeoJulieta
LeoJulieta
LeoJulieta
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Oct 17
Llmspeed: Mide el rendimiento de LLMs locales en minutos
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llmspeed
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benchmark
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hardware
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espanol
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4 min read
AI Bias Detection: How a Fairness Audit Actually Works
RESK
RESK
RESK
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Oct 16
AI Bias Detection: How a Fairness Audit Actually Works
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ai
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fairness
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benchmark
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llm
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3 min read
Your agent benchmark's "user" is a second model, and 24.4% of its successful runs broke the user's own script
Cole Halton
Cole Halton
Cole Halton
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Oct 15
Your agent benchmark's "user" is a second model, and 24.4% of its successful runs broke the user's own script
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ai
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testing
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llm
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benchmark
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7 min read
Kandinsky 6.0 on a 16 GB GPU: the official recipe runs out of memory, and only the 29B model passed my Spanish test
Efrain Garay
Efrain Garay
Efrain Garay
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Oct 14
Kandinsky 6.0 on a 16 GB GPU: the official recipe runs out of memory, and only the 29B model passed my Spanish test
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ai
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machinelearning
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gpu
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benchmark
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2 min read
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