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omar16100 / llm-benchmark

Local LLM benchmark suite: 26 prompts across 6 categories with programmatic and Claude-as-judge scoring, plus long-context needle-in-a-haystack harnesses.

benchmark mlx apple-silicon llm local-llm niah

Updated Sep 27, 2026
Python

agent-reliability-lab / llm-long-context-eval-zh-V2

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Chinese long-context LLM benchmark V2 with harder NIAH variants, 10 repeats, and efficiency metrics for DeepSeek, Kimi, and Qwen.

benchmark evaluation chinese-nlp kimi llm long-context qwen deepseek lost-in-the-middle niah

Updated Jun 20, 2026
HTML

japlete / utf-token

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LLM-friendly encoding for random identifiers (hex, base64, UUID). Built for agents, RAG, and NIAH-style retrieval.

python-library rag pypi-package ai-tools agentic-rag token-optimization context-engineering agent-hooks niah

Updated Jun 20, 2026
Python

leagames0221-sys / longctx-bench-honest

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Honest measurement of 1M-token long-context benchmarks (RULER + LongBench v2 + NIAH) on Qwen2.5-7B-1M local vs GitHub Models cloud. All zero credit card, drift-checked, reproducible.

portfolio benchmark transformers llm long-context vllm bitsandbytes qwen github-models qwen2-5 niah consumer-laptop

Updated Aug 17, 2026
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