Spaces:
Running
Running
Download data.json from AIGNLAI/RouteFM-Demo: direct link, hf CLI and curl.
- Browser
- Download file 22.2 kB
-
https://huggingface.co/spaces/AIGNLAI/RouteFM-Demo/resolve/main/data.json
- Command line
-
hf download hf://spaces/AIGNLAI/RouteFM-Demo/data.json
-
curl -L -o data.json https://huggingface.co/spaces/AIGNLAI/RouteFM-Demo/resolve/main/data.json
22.2 kB
| { | |
| "metadata": { | |
| "model": "AIGNLAI/RouteFM", | |
| "variant": "RouteFM-BGE", | |
| "generated": "2026-10-08", | |
| "decision_rule": "highest predicted quality" | |
| }, | |
| "environments": { | |
| "Mixed assistant": { | |
| "labels": [ | |
| "Fast generalist", | |
| "Reasoning specialist", | |
| "Code specialist", | |
| "Broad premium model" | |
| ], | |
| "targets": [ | |
| "Prove that there are infinitely many prime numbers.", | |
| "Write a Python function that detects a cycle in a linked list.", | |
| "Summarize why central banks raise interest rates." | |
| ], | |
| "observations": [ | |
| { | |
| "query": "Summarize the causes of the 2008 financial crisis.", | |
| "scores": [ | |
| 0.76, | |
| 0.8, | |
| 0.62, | |
| 0.91 | |
| ], | |
| "costs": [ | |
| 0.08, | |
| 0.38, | |
| 0.22, | |
| 0.92 | |
| ] | |
| }, | |
| { | |
| "query": "Solve: if 3x + 7 = 25, find x.", | |
| "scores": [ | |
| 0.88, | |
| 0.98, | |
| 0.7, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.06, | |
| 0.34, | |
| 0.2, | |
| 0.88 | |
| ] | |
| }, | |
| { | |
| "query": "Write a Python function for binary search.", | |
| "scores": [ | |
| 0.71, | |
| 0.75, | |
| 0.98, | |
| 0.94 | |
| ], | |
| "costs": [ | |
| 0.09, | |
| 0.4, | |
| 0.24, | |
| 0.95 | |
| ] | |
| }, | |
| { | |
| "query": "Explain why the sky appears blue.", | |
| "scores": [ | |
| 0.84, | |
| 0.89, | |
| 0.72, | |
| 0.95 | |
| ], | |
| "costs": [ | |
| 0.07, | |
| 0.36, | |
| 0.21, | |
| 0.9 | |
| ] | |
| }, | |
| { | |
| "query": "Find the derivative of x^3 sin(x).", | |
| "scores": [ | |
| 0.72, | |
| 0.97, | |
| 0.78, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.07, | |
| 0.36, | |
| 0.22, | |
| 0.91 | |
| ] | |
| }, | |
| { | |
| "query": "Debug a race condition in a producer-consumer queue.", | |
| "scores": [ | |
| 0.52, | |
| 0.7, | |
| 0.96, | |
| 0.93 | |
| ], | |
| "costs": [ | |
| 0.1, | |
| 0.44, | |
| 0.27, | |
| 1.0 | |
| ] | |
| }, | |
| { | |
| "query": "Draft a concise, polite meeting follow-up email.", | |
| "scores": [ | |
| 0.91, | |
| 0.84, | |
| 0.69, | |
| 0.94 | |
| ], | |
| "costs": [ | |
| 0.06, | |
| 0.35, | |
| 0.2, | |
| 0.87 | |
| ] | |
| }, | |
| { | |
| "query": "Compare utilitarian and deontological ethics.", | |
| "scores": [ | |
| 0.74, | |
| 0.86, | |
| 0.6, | |
| 0.95 | |
| ], | |
| "costs": [ | |
| 0.08, | |
| 0.4, | |
| 0.23, | |
| 0.96 | |
| ] | |
| } | |
| ], | |
| "results": { | |
| "1": { | |
| "Prove that there are infinitely many prime numbers.": { | |
| "scores": [ | |
| 0.667375, | |
| 0.656326, | |
| 0.516431, | |
| 0.659776 | |
| ], | |
| "costs": [ | |
| 0.004872, | |
| 0.446137, | |
| 0.21559, | |
| 0.995686 | |
| ] | |
| }, | |
| "Write a Python function that detects a cycle in a linked list.": { | |
| "scores": [ | |
| 0.676074, | |
| 0.66031, | |
| 0.522465, | |
| 0.678448 | |
| ], | |
| "costs": [ | |
| 0.003838, | |
| 0.450465, | |
| 0.212846, | |
| 0.997898 | |
| ] | |
| }, | |
| "Summarize why central banks raise interest rates.": { | |
| "scores": [ | |
| 0.699272, | |
| 0.695189, | |
| 0.556412, | |
| 0.734275 | |
| ], | |
| "costs": [ | |
| 0.006899, | |
| 0.432701, | |
| 0.205496, | |
| 0.989484 | |
| ] | |
| } | |
| }, | |
| "2": { | |
| "Prove that there are infinitely many prime numbers.": { | |
| "scores": [ | |
| 0.806474, | |
| 0.803025, | |
| 0.66041, | |
| 0.867265 | |
| ], | |
| "costs": [ | |
| 0.008523, | |
| 0.463336, | |
| 0.244551, | |
| 0.99627 | |
| ] | |
| }, | |
| "Write a Python function that detects a cycle in a linked list.": { | |
| "scores": [ | |
| 0.766002, | |
| 0.759045, | |
| 0.598895, | |
| 0.809539 | |
| ], | |
| "costs": [ | |
| 0.006489, | |
| 0.473461, | |
| 0.237322, | |
| 0.998044 | |
| ] | |
| }, | |
| "Summarize why central banks raise interest rates.": { | |
| "scores": [ | |
| 0.786349, | |
| 0.794305, | |
| 0.648763, | |
| 0.85108 | |
| ], | |
| "costs": [ | |
| 0.013359, | |
| 0.442022, | |
| 0.226772, | |
| 0.987798 | |
| ] | |
| } | |
| }, | |
| "4": { | |
| "Prove that there are infinitely many prime numbers.": { | |
| "scores": [ | |
| 0.773143, | |
| 0.786322, | |
| 0.707576, | |
| 0.878324 | |
| ], | |
| "costs": [ | |
| 0.011121, | |
| 0.439424, | |
| 0.244322, | |
| 0.989894 | |
| ] | |
| }, | |
| "Write a Python function that detects a cycle in a linked list.": { | |
| "scores": [ | |
| 0.739638, | |
| 0.749146, | |
| 0.658261, | |
| 0.833592 | |
| ], | |
| "costs": [ | |
| 0.009279, | |
| 0.444506, | |
| 0.236263, | |
| 0.994565 | |
| ] | |
| }, | |
| "Summarize why central banks raise interest rates.": { | |
| "scores": [ | |
| 0.759141, | |
| 0.7774, | |
| 0.699743, | |
| 0.856374 | |
| ], | |
| "costs": [ | |
| 0.015144, | |
| 0.417097, | |
| 0.227875, | |
| 0.973442 | |
| ] | |
| } | |
| }, | |
| "8": { | |
| "Prove that there are infinitely many prime numbers.": { | |
| "scores": [ | |
| 0.745895, | |
| 0.78364, | |
| 0.71052, | |
| 0.877732 | |
| ], | |
| "costs": [ | |
| 0.01073, | |
| 0.43489, | |
| 0.243509, | |
| 0.979881 | |
| ] | |
| }, | |
| "Write a Python function that detects a cycle in a linked list.": { | |
| "scores": [ | |
| 0.708488, | |
| 0.73969, | |
| 0.656396, | |
| 0.822966 | |
| ], | |
| "costs": [ | |
| 0.008868, | |
| 0.442539, | |
| 0.233958, | |
| 0.988558 | |
| ] | |
| }, | |
| "Summarize why central banks raise interest rates.": { | |
| "scores": [ | |
| 0.737027, | |
| 0.775725, | |
| 0.69964, | |
| 0.855436 | |
| ], | |
| "costs": [ | |
| 0.014929, | |
| 0.413021, | |
| 0.223472, | |
| 0.953597 | |
| ] | |
| } | |
| } | |
| } | |
| }, | |
| "Reasoning lab": { | |
| "labels": [ | |
| "Compact solver", | |
| "Symbolic reasoner", | |
| "Fast chat model", | |
| "Large reasoner" | |
| ], | |
| "targets": [ | |
| "A fair coin is tossed until two consecutive heads appear. What is the expected number of tosses?", | |
| "Prove that the square root of 3 is irrational.", | |
| "A bag has 3 red and 2 blue balls. Draw two without replacement: what is the probability both are red?" | |
| ], | |
| "observations": [ | |
| { | |
| "query": "Prove that sqrt(2) is irrational.", | |
| "scores": [ | |
| 0.63, | |
| 0.96, | |
| 0.51, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.09, | |
| 0.46, | |
| 0.05, | |
| 1.0 | |
| ] | |
| }, | |
| { | |
| "query": "Compute the eigenvalues of [[2,1],[1,2]].", | |
| "scores": [ | |
| 0.78, | |
| 0.97, | |
| 0.59, | |
| 0.97 | |
| ], | |
| "costs": [ | |
| 0.08, | |
| 0.43, | |
| 0.05, | |
| 0.96 | |
| ] | |
| }, | |
| { | |
| "query": "Solve the recurrence a_n = 2a_(n-1) + 1.", | |
| "scores": [ | |
| 0.76, | |
| 0.95, | |
| 0.56, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.08, | |
| 0.42, | |
| 0.05, | |
| 0.98 | |
| ] | |
| }, | |
| { | |
| "query": "Is every continuous function differentiable? Explain.", | |
| "scores": [ | |
| 0.89, | |
| 0.94, | |
| 0.88, | |
| 0.96 | |
| ], | |
| "costs": [ | |
| 0.07, | |
| 0.39, | |
| 0.04, | |
| 0.92 | |
| ] | |
| }, | |
| { | |
| "query": "Derive Bayes' rule from conditional probability.", | |
| "scores": [ | |
| 0.81, | |
| 0.96, | |
| 0.68, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.09, | |
| 0.45, | |
| 0.05, | |
| 1.0 | |
| ] | |
| }, | |
| { | |
| "query": "Find a counterexample to the converse of Lagrange's theorem.", | |
| "scores": [ | |
| 0.48, | |
| 0.91, | |
| 0.34, | |
| 0.95 | |
| ], | |
| "costs": [ | |
| 0.1, | |
| 0.49, | |
| 0.06, | |
| 1.05 | |
| ] | |
| }, | |
| { | |
| "query": "Calculate 17 \u00d7 24.", | |
| "scores": [ | |
| 0.99, | |
| 1.0, | |
| 0.98, | |
| 1.0 | |
| ], | |
| "costs": [ | |
| 0.04, | |
| 0.27, | |
| 0.03, | |
| 0.7 | |
| ] | |
| }, | |
| { | |
| "query": "Explain the intuition behind the central limit theorem.", | |
| "scores": [ | |
| 0.75, | |
| 0.93, | |
| 0.73, | |
| 0.97 | |
| ], | |
| "costs": [ | |
| 0.08, | |
| 0.43, | |
| 0.05, | |
| 0.97 | |
| ] | |
| } | |
| ], | |
| "results": { | |
| "1": { | |
| "A fair coin is tossed until two consecutive heads appear. What is the expected number of tosses?": { | |
| "scores": [ | |
| 0.781441, | |
| 0.942002, | |
| 0.717515, | |
| 0.965873 | |
| ], | |
| "costs": [ | |
| 0.055472, | |
| 0.490654, | |
| 0.003168, | |
| 0.997574 | |
| ] | |
| }, | |
| "Prove that the square root of 3 is irrational.": { | |
| "scores": [ | |
| 0.753918, | |
| 0.920226, | |
| 0.690492, | |
| 0.955833 | |
| ], | |
| "costs": [ | |
| 0.067144, | |
| 0.521876, | |
| 0.005038, | |
| 0.997622 | |
| ] | |
| }, | |
| "A bag has 3 red and 2 blue balls. Draw two without replacement: what is the probability both are red?": { | |
| "scores": [ | |
| 0.786894, | |
| 0.953961, | |
| 0.718005, | |
| 0.967666 | |
| ], | |
| "costs": [ | |
| 0.061722, | |
| 0.501817, | |
| 0.003761, | |
| 0.998266 | |
| ] | |
| } | |
| }, | |
| "2": { | |
| "A fair coin is tossed until two consecutive heads appear. What is the expected number of tosses?": { | |
| "scores": [ | |
| 0.802555, | |
| 0.92054, | |
| 0.724213, | |
| 0.961728 | |
| ], | |
| "costs": [ | |
| 0.029627, | |
| 0.438155, | |
| 0.003822, | |
| 0.990435 | |
| ] | |
| }, | |
| "Prove that the square root of 3 is irrational.": { | |
| "scores": [ | |
| 0.770203, | |
| 0.891977, | |
| 0.698687, | |
| 0.934055 | |
| ], | |
| "costs": [ | |
| 0.040655, | |
| 0.465969, | |
| 0.005898, | |
| 0.985316 | |
| ] | |
| }, | |
| "A bag has 3 red and 2 blue balls. Draw two without replacement: what is the probability both are red?": { | |
| "scores": [ | |
| 0.805346, | |
| 0.931305, | |
| 0.724292, | |
| 0.966976 | |
| ], | |
| "costs": [ | |
| 0.035021, | |
| 0.456798, | |
| 0.004539, | |
| 0.994985 | |
| ] | |
| } | |
| }, | |
| "4": { | |
| "A fair coin is tossed until two consecutive heads appear. What is the expected number of tosses?": { | |
| "scores": [ | |
| 0.824384, | |
| 0.903251, | |
| 0.761194, | |
| 0.952898 | |
| ], | |
| "costs": [ | |
| 0.026932, | |
| 0.435684, | |
| 0.004855, | |
| 0.989402 | |
| ] | |
| }, | |
| "Prove that the square root of 3 is irrational.": { | |
| "scores": [ | |
| 0.778679, | |
| 0.866618, | |
| 0.724371, | |
| 0.912813 | |
| ], | |
| "costs": [ | |
| 0.039284, | |
| 0.464181, | |
| 0.007949, | |
| 0.983593 | |
| ] | |
| }, | |
| "A bag has 3 red and 2 blue balls. Draw two without replacement: what is the probability both are red?": { | |
| "scores": [ | |
| 0.827386, | |
| 0.913495, | |
| 0.764752, | |
| 0.95937 | |
| ], | |
| "costs": [ | |
| 0.033656, | |
| 0.457388, | |
| 0.006077, | |
| 0.994683 | |
| ] | |
| } | |
| }, | |
| "8": { | |
| "A fair coin is tossed until two consecutive heads appear. What is the expected number of tosses?": { | |
| "scores": [ | |
| 0.834445, | |
| 0.92848, | |
| 0.791223, | |
| 0.969716 | |
| ], | |
| "costs": [ | |
| 0.03089, | |
| 0.408917, | |
| 0.007146, | |
| 0.961138 | |
| ] | |
| }, | |
| "Prove that the square root of 3 is irrational.": { | |
| "scores": [ | |
| 0.794347, | |
| 0.895639, | |
| 0.755622, | |
| 0.941962 | |
| ], | |
| "costs": [ | |
| 0.044046, | |
| 0.44266, | |
| 0.01201, | |
| 0.953168 | |
| ] | |
| }, | |
| "A bag has 3 red and 2 blue balls. Draw two without replacement: what is the probability both are red?": { | |
| "scores": [ | |
| 0.844024, | |
| 0.93919, | |
| 0.801026, | |
| 0.977362 | |
| ], | |
| "costs": [ | |
| 0.03708, | |
| 0.426056, | |
| 0.009054, | |
| 0.978222 | |
| ] | |
| } | |
| } | |
| } | |
| }, | |
| "Software team": { | |
| "labels": [ | |
| "Low-latency coder", | |
| "Systems specialist", | |
| "General assistant", | |
| "Advanced coding model" | |
| ], | |
| "targets": [ | |
| "Design an idempotent webhook consumer with retries and exactly-once effects.", | |
| "Diagnose a race condition in a shared in-memory cache.", | |
| "Write a SQL query that returns the second-highest salary in each department." | |
| ], | |
| "observations": [ | |
| { | |
| "query": "Implement merge sort in Python.", | |
| "scores": [ | |
| 0.94, | |
| 0.96, | |
| 0.79, | |
| 0.99 | |
| ], | |
| "costs": [ | |
| 0.08, | |
| 0.38, | |
| 0.06, | |
| 0.9 | |
| ] | |
| }, | |
| { | |
| "query": "Explain the difference between a process and a thread.", | |
| "scores": [ | |
| 0.82, | |
| 0.96, | |
| 0.91, | |
| 0.97 | |
| ], | |
| "costs": [ | |
| 0.07, | |
| 0.37, | |
| 0.05, | |
| 0.88 | |
| ] | |
| }, | |
| { | |
| "query": "Find the memory leak in this ownership graph.", | |
| "scores": [ | |
| 0.62, | |
| 0.94, | |
| 0.55, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.1, | |
| 0.45, | |
| 0.07, | |
| 1.0 | |
| ] | |
| }, | |
| { | |
| "query": "Write a SQL query with a window function for running totals.", | |
| "scores": [ | |
| 0.86, | |
| 0.97, | |
| 0.76, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.08, | |
| 0.41, | |
| 0.06, | |
| 0.94 | |
| ] | |
| }, | |
| { | |
| "query": "Review an API design for backwards compatibility.", | |
| "scores": [ | |
| 0.7, | |
| 0.96, | |
| 0.81, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.09, | |
| 0.44, | |
| 0.06, | |
| 1.0 | |
| ] | |
| }, | |
| { | |
| "query": "Fix an off-by-one error in binary search.", | |
| "scores": [ | |
| 0.96, | |
| 0.97, | |
| 0.83, | |
| 0.99 | |
| ], | |
| "costs": [ | |
| 0.06, | |
| 0.34, | |
| 0.05, | |
| 0.83 | |
| ] | |
| }, | |
| { | |
| "query": "Explain eventual consistency to a product manager.", | |
| "scores": [ | |
| 0.73, | |
| 0.92, | |
| 0.95, | |
| 0.96 | |
| ], | |
| "costs": [ | |
| 0.07, | |
| 0.38, | |
| 0.05, | |
| 0.9 | |
| ] | |
| }, | |
| { | |
| "query": "Design a rate limiter for a distributed API gateway.", | |
| "scores": [ | |
| 0.58, | |
| 0.97, | |
| 0.66, | |
| 0.98 | |
| ], | |
| "costs": [ | |
| 0.11, | |
| 0.49, | |
| 0.07, | |
| 1.04 | |
| ] | |
| } | |
| ], | |
| "results": { | |
| "1": { | |
| "Design an idempotent webhook consumer with retries and exactly-once effects.": { | |
| "scores": [ | |
| 0.783649, | |
| 0.788795, | |
| 0.709522, | |
| 0.839402 | |
| ], | |
| "costs": [ | |
| 0.021188, | |
| 0.408159, | |
| 0.007987, | |
| 0.917652 | |
| ] | |
| }, | |
| "Diagnose a race condition in a shared in-memory cache.": { | |
| "scores": [ | |
| 0.816975, | |
| 0.808909, | |
| 0.73824, | |
| 0.874618 | |
| ], | |
| "costs": [ | |
| 0.015194, | |
| 0.406166, | |
| 0.005491, | |
| 0.947927 | |
| ] | |
| }, | |
| "Write a SQL query that returns the second-highest salary in each department.": { | |
| "scores": [ | |
| 0.79106, | |
| 0.780048, | |
| 0.709389, | |
| 0.831924 | |
| ], | |
| "costs": [ | |
| 0.015677, | |
| 0.396665, | |
| 0.005527, | |
| 0.955713 | |
| ] | |
| } | |
| }, | |
| "2": { | |
| "Design an idempotent webhook consumer with retries and exactly-once effects.": { | |
| "scores": [ | |
| 0.694586, | |
| 0.739719, | |
| 0.68683, | |
| 0.781531 | |
| ], | |
| "costs": [ | |
| 0.030738, | |
| 0.426204, | |
| 0.013062, | |
| 0.954148 | |
| ] | |
| }, | |
| "Diagnose a race condition in a shared in-memory cache.": { | |
| "scores": [ | |
| 0.716504, | |
| 0.750956, | |
| 0.710464, | |
| 0.810416 | |
| ], | |
| "costs": [ | |
| 0.02546, | |
| 0.426516, | |
| 0.009707, | |
| 0.975612 | |
| ] | |
| }, | |
| "Write a SQL query that returns the second-highest salary in each department.": { | |
| "scores": [ | |
| 0.690978, | |
| 0.723857, | |
| 0.682203, | |
| 0.759356 | |
| ], | |
| "costs": [ | |
| 0.026085, | |
| 0.418052, | |
| 0.009847, | |
| 0.980887 | |
| ] | |
| } | |
| }, | |
| "4": { | |
| "Design an idempotent webhook consumer with retries and exactly-once effects.": { | |
| "scores": [ | |
| 0.691058, | |
| 0.776337, | |
| 0.669651, | |
| 0.821137 | |
| ], | |
| "costs": [ | |
| 0.033864, | |
| 0.432555, | |
| 0.012358, | |
| 0.922978 | |
| ] | |
| }, | |
| "Diagnose a race condition in a shared in-memory cache.": { | |
| "scores": [ | |
| 0.713231, | |
| 0.793605, | |
| 0.696621, | |
| 0.857617 | |
| ], | |
| "costs": [ | |
| 0.028354, | |
| 0.43819, | |
| 0.009262, | |
| 0.954793 | |
| ] | |
| }, | |
| "Write a SQL query that returns the second-highest salary in each department.": { | |
| "scores": [ | |
| 0.689571, | |
| 0.767531, | |
| 0.67112, | |
| 0.813448 | |
| ], | |
| "costs": [ | |
| 0.028977, | |
| 0.424082, | |
| 0.009701, | |
| 0.961518 | |
| ] | |
| } | |
| }, | |
| "8": { | |
| "Design an idempotent webhook consumer with retries and exactly-once effects.": { | |
| "scores": [ | |
| 0.676248, | |
| 0.799215, | |
| 0.698252, | |
| 0.853407 | |
| ], | |
| "costs": [ | |
| 0.029516, | |
| 0.429063, | |
| 0.010227, | |
| 0.908217 | |
| ] | |
| }, | |
| "Diagnose a race condition in a shared in-memory cache.": { | |
| "scores": [ | |
| 0.693825, | |
| 0.816859, | |
| 0.722732, | |
| 0.884455 | |
| ], | |
| "costs": [ | |
| 0.024607, | |
| 0.436258, | |
| 0.007184, | |
| 0.942478 | |
| ] | |
| }, | |
| "Write a SQL query that returns the second-highest salary in each department.": { | |
| "scores": [ | |
| 0.686038, | |
| 0.801673, | |
| 0.711336, | |
| 0.862823 | |
| ], | |
| "costs": [ | |
| 0.02417, | |
| 0.417981, | |
| 0.007125, | |
| 0.95115 | |
| ] | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |