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| GSM8K (50 problems, 5-shot) | |
|---|---|
| FP16 (full precision) | 49 / 50 = 98% |
| aard-Q3 (this file) | 47 / 50 = 94% |
Q: What is 5/8 of 2/3?A: To find 5/8 of 2/3, multiply the two fractions: 5/8 × 2/3 = (5 × 2)/(8 × 3) = 10/24 = 5/12.
Q: What year did the Treaty of Westphalia end the Thirty Years' War, and name two of its key provisions.A: The Peace of Westphalia was signed in 1648, ending the Thirty Years' War. Two key provisions:
- State sovereignty — each state had exclusive right to govern its internal affairs (religion and military), laying the foundation for the modern sovereign-state system.
- Religious tolerance — extended the Peace of Augsburg to recognize Calvinism alongside Lutheranism and Catholicism, ending decades of religious warfare in the Holy Roman Empire.
Q: Find the bug in this Python:python1def merge(a, b): 2 result = [] 3 i, j = 0, 0 4 while i < len(a) and j < len(b): 5 if a[i] < b[j]: 6 result.append(a[i]) 7 i += 1 8 else: 9 result.append(b[j]) 10 i += 1 11 result.extend(a[i:]) 12 result.extend(b[j:]) 13 return resultA: The bug is in theelsebranch. Whena[i] >= b[j], the code appendsb[j]but incrementsiinstead ofj. The wrong pointer advances, later iterations re-readb[j], and the function eventually walks off the end ofa. Fix: changei += 1in theelsebranch toj += 1.
| File | qwen3.6-27B-aaardpark-uniform-Q3_K.gguf |
| Size | 11 GB |
| Format | GGUF, uniform Q3_K (497 × Q3_K + 1 × Q6_K, 3.59 BPW) |
| Min VRAM | 16 GB |
| Throughput | ~30 tok/s on Apple M-series |
| Native context | 262K (Gated Delta Net linear attention) |
1huggingface-cli download aaardpark/Qwen3.6-27B-GGUF \
2 qwen3.6-27B-aaardpark-uniform-Q3_K.gguf --local-dir .
3
4llama-cli -m qwen3.6-27B-aaardpark-uniform-Q3_K.gguf -ngl 99 -c 32768<think>…</think> block before the final answer. Budget at least 2048 tokens (4096 for hard reasoning), or set enable_thinking=False if your runtime supports it. Needs llama.cpp build 8670 or later.