Model Releases
What’s the community’s favorite benchmark to validate performance?
Built my 1st inference machine and have been tweaking models trying to get the most out of my modest hardware. I think I’m at a good place but I’m testing with my own prompts. I’ve looked into some of
Built my 1st inference machine and have been tweaking models trying to get the most out of my modest hardware. I think I’m at a good place but I’m testing with my own prompts. I’ve looked into some of the popular benchmarks but I’m honestly lost. I use my models for Hermes agent mainly and a little bit with paperless ngx and home assistant. I don’t know how much something like swe bench is relevant to my use case. What do you all use to dick measure? submitted by /u/Ecstatic-Wash-7667 [link] [comments]
Related
- A collection of small domain-specific benchmarks for local models (30+ and growing)
- CPU-only inference on a Celeron N5095 SBC: 6 models from 0.6B to 8B, benchmarked
- Benchmarks: TensorSharp vs. llama.cpp
- Has anyone actually benchmarked where the 'big-model orchestrator + local-model worker' split breaks down?
- How well do multiple GPUs scale for LLM inference? (Trying to understand the basics)
Source: r/LocalLLaMA | 2026-08-02