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User with limited GPU VRAM seeks recommendations for best-performing 4B-8B parameter coding models based on real-world testing experience.

r/LocalLLaMAApr 19, 20261 min read
User with limited GPU VRAM seeks recommendations for best-performing 4B-8B parameter coding models based on real-world testing experience.

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3 Key Points

  1. User has GTX 1050 with 4GB VRAM, 20GB RAM, and 15GB pagefile, limiting model options to 4B or 8B parameters for coding tasks

  2. Tested models via LM Studio but found aggressive quantization (Q3_XXS and below) significantly degrades model performance and intelligence

  3. Frustrated with benchmark-heavy search results on Google, HuggingFace, and YouTube that lack practical real-world performance comparisons

  4. Seeking community recommendations from experienced users who have personally tested and evaluated coding models in the 4B-8B range

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