Model Releases
Mistral-7B v0.3 at 128K in llama.cpp: 22,657 → 13,235 MiB live VRAM with ≤0.004 PPL drift
Mistral-7B v0.3 model achieves significant memory optimization when running at 128K context length in llama.cpp, reducing live VRAM usage from 22,657 MiB to 13,235 MiB while maintaining minimal perfor
Mistral-7B v0.3 model achieves significant memory optimization when running at 128K context length in llama.cpp, reducing live VRAM usage from 22,657 MiB to 13,235 MiB while maintaining minimal performance degradation (≤0.004 perplexity drift). This technical achievement demonstrates practical memory efficiency improvements for large language models in production environments. The post documents the optimization technique and its impact on resource consumption for users running the model locally.
Source: r/ollama | 2026-05-26