unsloth/flint-GGUF:UD-Q4_K_XL

Observed from session logs: unsloth/flint-GGUF:UD-Q4_K_XL

run Flint-Q4 · requested model default · generated 2026-11-13T07:42:04+00:00 · 78 challenges

49passed
29failed
0error
87.3%avg tests
329.02 / 744.00final score
44.2%of max
5.5Mcontext tokens
70.6kavg tokens/task
32compactions
passed
AD100-ALG-02
Dijkstra shortest paths
2/2 drivers
100.0%
100.0%
3
3.00
4437
29.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsgraphs, dijkstra, priority-queue
  • Exit code0
  • Timed outFalse
  • Context tokens4,437
  • LLM calls10
  • Tool calls10
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-03
JSON parser from scratch
43/43
100.0%
100.0%
3
3.00
19.9k
109.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsparsing, recursive-descent, unicode
  • Exit code0
  • Timed outFalse
  • Context tokens19,948
  • LLM calls19
  • Tool calls21
  • Compactions0
passed
AD100-ALG-16
RFC-4180 CSV parser from scratch
6/6
100.0%
100.0%
3.5
3.50
14.6k
87.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagsparsing, csv, purity
  • Exit code0
  • Timed outFalse
  • Context tokens14,617
  • LLM calls14
  • Tool calls15
  • Compactions0
passed
AD100-ALG-19
S-expression reader/writer
4/4
100.0%
100.0%
3.5
3.50
21.9k
109.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagsparsing, s-expression, recursion-limit
  • Exit code0
  • Timed outFalse
  • Context tokens21,913
  • LLM calls13
  • Tool calls14
  • Compactions0
passed
AD100-ALG-20
word ladder shortest chain
4/4
100.0%
100.0%
3
3.00
3857
12.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagsgraph, bfs, lexicographic
  • Exit code0
  • Timed outFalse
  • Context tokens3,857
  • LLM calls7
  • Tool calls8
  • Compactions0
passed
AD100-ALG-22
strongly connected components (Tarjan)
3/3 drivers
100.0%
100.0%
3
3.00
14.9k
93.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsgraph, scc, tarjan
  • Exit code0
  • Timed outFalse
  • Context tokens14,888
  • LLM calls20
  • Tool calls19
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-23
segment tree: point update + range sum
3/3 drivers
100.0%
100.0%
3
3.00
3166
8.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsdata-structure, segment-tree
  • Exit code0
  • Timed outFalse
  • Context tokens3,166
  • LLM calls8
  • Tool calls9
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-26
sparse table RMQ
4/4 drivers
100.0%
100.0%
3
3.00
5571
35.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsdata-structure, rmq, sparse-table
  • Exit code0
  • Timed outFalse
  • Context tokens5,571
  • LLM calls12
  • Tool calls15
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-27
convex hull (monotone chain)
4/4 drivers
100.0%
100.0%
3
3.00
6051
39.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagsgeometry, convex-hull
  • Exit code0
  • Timed outFalse
  • Context tokens6,051
  • LLM calls8
  • Tool calls13
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-28
min-cost max-flow
3/3 drivers
100.0%
100.0%
3
3.00
9974
53.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagsflow, min-cost-flow, optimization
  • Exit code0
  • Timed outFalse
  • Context tokens9,974
  • LLM calls17
  • Tool calls21
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-29
glob matcher (*, ?, classes)
5/5
100.0%
100.0%
6
6.00
17.8k
111.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight6
  • Tagspattern-matching, backtracking
  • Exit code0
  • Timed outFalse
  • Context tokens17,783
  • LLM calls21
  • Tool calls20
  • Compactions0
passed
AD100-ALG-30
matrix-chain multiplication
5/5
100.0%
100.0%
3
3.00
7192
45.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsdp, parenthesization
  • Exit code0
  • Timed outFalse
  • Context tokens7,192
  • LLM calls6
  • Tool calls6
  • Compactions0
passed
AD100-ALG-31
Huffman coding round-trip
6/6
100.0%
100.0%
3
3.00
19.1k
101.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagshuffman, compression, round-trip
  • Exit code0
  • Timed outFalse
  • Context tokens19,119
  • LLM calls17
  • Tool calls17
  • Compactions0
passed
AD100-ALG-33
big-decimal arithmetic (strings)
4/4 drivers
100.0%
100.0%
3.5
3.50
41.1k
269.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagsbignum, arithmetic, strings
  • Exit code0
  • Timed outFalse
  • Context tokens41,056
  • LLM calls41
  • Tool calls42
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-34
treap: k-th order statistics
4/4 drivers
100.0%
100.0%
4.5
4.50
68.0k
414.1s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyhard
  • Weight4.5
  • Tagstreap, order-statistics, balanced-bst
  • Exit code0
  • Timed outFalse
  • Context tokens67,993
  • LLM calls81
  • Tool calls81
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-ALG-35
persistent segment tree (versions + k-th)
4/4 drivers
100.0%
100.0%
3
3.00
14.6k
87.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaralgorithmic
  • Languagecpp
  • Difficultyexpert
  • Weight3
  • Tagspersistent-segment-tree, functional-data-structure, versions
  • Exit code0
  • Timed outFalse
  • Context tokens14,647
  • LLM calls20
  • Tool calls23
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-DBG-11
API contract: exception + aliasing
16/16
100.0%
100.0%
3
3.00
3901
12.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagsapi-contract, exception-type, aliasing, defensive-copy
  • Exit code0
  • Timed outFalse
  • Context tokens3,901
  • LLM calls7
  • Tool calls8
  • Compactions0
failed
AD100-DBG-12
int overflow in size arithmetic
3/4 drivers
75.0%
40.0%
3.5
1.40
4551
29.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagecpp
  • Difficultymedium
  • Weight3.5
  • Tagsinteger-overflow, size-arithmetic, validation
  • Exit code0
  • Timed outFalse
  • Context tokens4,551
  • LLM calls9
  • Tool calls10
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

  • test_bugs
failed
AD100-DBG-13
size_t underflow on singleton/empty
1/4 drivers
25.0%
0.0%
7.5
0.00
7714
49.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagecpp
  • Difficultymedium
  • Weight7.5
  • Tagssize-t, underflow, empty-singleton
  • Exit code0
  • Timed outFalse
  • Context tokens7,714
  • LLM calls9
  • Tool calls9
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

  • test_bugs
  • test_bugs_public
  • test_regression
passed
AD100-DBG-15
hash-order nondeterminism
12/12
100.0%
100.0%
3
3.00
2946
21.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagshash-order, determinism, nondeterminism, sorting
  • Exit code0
  • Timed outFalse
  • Context tokens2,946
  • LLM calls8
  • Tool calls7
  • Compactions0
passed
AD100-DBG-17
wrong exception type on error path
4/4 drivers
100.0%
100.0%
4.5
4.50
4911
18.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagecpp
  • Difficultymedium
  • Weight4.5
  • Tagsexception-contract, parsing, error-path
  • Exit code0
  • Timed outFalse
  • Context tokens4,911
  • LLM calls9
  • Tool calls10
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-DBG-19
multiple interacting bug classes
19/19
100.0%
100.0%
3
3.00
4158
27.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsmulti-bug, mutable-default, off-by-one, exception-contract, aliasing
  • Exit code0
  • Timed outFalse
  • Context tokens4,158
  • LLM calls6
  • Tool calls6
  • Compactions0
passed
AD100-DBG-20
path traversal + expression injection
50/50
100.0%
100.0%
3
3.00
8993
55.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagssecurity, path-traversal, injection, input-validation
  • Exit code0
  • Timed outFalse
  • Context tokens8,993
  • LLM calls11
  • Tool calls11
  • Compactions0
passed
AD100-DBG-21
unseeded RNG / wall-clock dependence
19/19
100.0%
100.0%
3
3.00
4442
29.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagsdeterminism, rng, wall-clock, reproducibility
  • Exit code0
  • Timed outFalse
  • Context tokens4,442
  • LLM calls9
  • Tool calls9
  • Compactions0
passed
AD100-DBG-23
erase-while-iterating + related bugs
4/4 drivers
100.0%
100.0%
3
3.00
5671
33.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagserase-while-iterating, vector, iterator, off-by-one
  • Exit code0
  • Timed outFalse
  • Context tokens5,671
  • LLM calls9
  • Tool calls11
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-DBG-26
snapshot restore service
14/24
58.3%
0.0%
15.5
0.00
48.5k
261.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight15.5
  • Tagssecurity-review, cve-derived, filesystem, symlinks, transactional
  • Exit code0
  • Timed outFalse
  • Context tokens48,459
  • LLM calls45
  • Tool calls44
  • Compactions0

Failed tests

  • test_regression_selection_budget_and_mode
  • test_security_existing_links[1]
  • test_security_existing_links[2]
  • test_security_existing_links[5]
  • test_security_link_target_resolution[False]
  • test_security_link_target_resolution[True]
  • test_security_root_prefix
  • test_security_parent_after_symlink[bridge/../secret]
  • test_security_parent_after_symlink[/r/bridge/../secret]
  • test_security_file_overwrite_through_link
failed
AD100-DBG-27
verified block ingestion
43/44
97.7%
65.0%
10
6.50
56.9k
245.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight10
  • Tagssecurity-review, cve-derived, integrity, streaming, short-reads
  • Exit code0
  • Timed outFalse
  • Context tokens56,928
  • LLM calls34
  • Tool calls44
  • Compactions0

Failed tests

  • test_regression_independent_empty_block
passed
AD100-DBG-28
indexed document reader
26/26
100.0%
100.0%
3
3.00
44.6k
259.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight3
  • Tagssecurity-review, cve-derived, parser, progress, random-access
  • Exit code0
  • Timed outFalse
  • Context tokens44,572
  • LLM calls29
  • Tool calls37
  • Compactions0
failed
AD100-DBG-31
stylesheet inspection pipeline
25/33
75.8%
0.0%
22.5
0.00
76.8k
378.1s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight22.5
  • Tagssecurity-review, cve-derived, tokenizer, escaping, parser-differential
  • Exit code0
  • Timed outFalse
  • Context tokens76,821
  • LLM calls44
  • Tool calls49
  • Compactions0

Failed tests

  • test_regression_quoted_url_token_sequence
  • test_security_even_backslashes_terminate[2]
  • test_security_even_backslashes_terminate[4]
  • test_security_even_backslashes_terminate[6]
  • test_security_even_backslashes_terminate[8]
  • test_security_hidden_declaration_not_consumed[2]
  • test_security_hidden_declaration_not_consumed[4]
  • test_security_hidden_declaration_not_consumed[6]
failed
AD100-DBG-33
multipart metadata processing
17/19
89.5%
35.0%
13
4.55
71.1k
393.1s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight13
  • Tagssecurity-review, cve-derived, regex, complexity, multipart
  • Exit code0
  • Timed outFalse
  • Context tokens71,113
  • LLM calls56
  • Tool calls55
  • Compactions0

Failed tests

  • test_security_long_unassigned_parameter
  • test_security_large_malformed_then_valid
passed
AD100-DBG-34
URL text and form gateway
29/29
100.0%
100.0%
6
6.00
166.1k
676.5s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight6
  • Tagssecurity-review, cve-derived, percent-encoding, utf8, complexity
  • Exit code0
  • Timed outFalse
  • Context tokens166,062
  • LLM calls79
  • Tool calls95
  • Compactions1
failed
AD100-DBG-35
schema identifier registry
15/24
62.5%
0.0%
10.5
0.00
44.0k
231.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultyhard
  • Weight10.5
  • Tagssecurity-review, cve-derived, asn1, canonicalization, integer-bounds
  • Exit code0
  • Timed outFalse
  • Context tokens43,981
  • LLM calls26
  • Tool calls30
  • Compactions0

Failed tests

  • test_known_oid
  • test_regression_random_reference
  • test_regression_malformed_wire[\x80\x00]
  • test_regression_malformed_wire[\x81]
  • test_security_invalid_arcs[3.2.840]
  • test_security_first_subidentifier_multibyte[2.48-8100]
  • test_security_first_subidentifier_multibyte[2.100-8134]
  • test_security_first_subidentifier_multibyte[2.999.3-883703]
  • test_security_first_subidentifier_multibyte[2.4294967215-8fffffff7f]
passed
AD100-DBG-36
Walk or drive to the car wash
1/1
100.0%
100.0%
4
4.00
3030
8.6s
PI_EXIT

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight4
  • Tagsreasoning, deliverable, file-io, single-word-answer
  • Exit code0
  • Timed outFalse
  • Context tokens3,030
  • LLM calls5
  • Tool calls5
  • Compactions0
passed
AD100-DBG-37
Which is larger, 9.11 or 9.9?
1/1
100.0%
100.0%
3
3.00
2390
4.6s
PI_EXIT

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillardebugging
  • Languagepython
  • Difficultymedium
  • Weight3
  • Tagsreasoning, numeric-literals, deliverable, file-io
  • Exit code0
  • Timed outFalse
  • Context tokens2,390
  • LLM calls3
  • Tool calls2
  • Compactions0
passed
AD100-OPT-17
quicksort worst-case pivot
2/2 drivers
100.0%
100.0%
3
3.00
7451
28.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillaroptimization
  • Languagecpp
  • Difficultyhard
  • Weight3
  • Tagscomplexity, quicksort, pivot, worst-case
  • Exit code0
  • Timed outFalse
  • Context tokens7,451
  • LLM calls9
  • Tool calls13
  • Compactions0

Tests

C++ test drivers (executed stages only): correctness: passed; performance: passed.

passed
AD100-PRJ-01
taskcli: TSV task manager
20/20
100.0%
100.0%
3.5
3.50
19.7k
113.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagscli, persistence, exit-codes, json-store
  • Exit code0
  • Timed outFalse
  • Context tokens19,707
  • LLM calls13
  • Tool calls19
  • Compactions0
passed
AD100-PRJ-02
INI config library
3/3 drivers
100.0%
100.0%
3
3.00
10.4k
63.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight3
  • Tagsparsing, ini, api-design, exceptions
  • Exit code0
  • Timed outFalse
  • Context tokens10,391
  • LLM calls12
  • Tool calls13
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-08
Markdown→HTML subset
25/26
96.2%
70.0%
22
15.40
41.9k
238.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight22
  • Tagsmarkdown, parser, html, escaping
  • Exit code0
  • Timed outFalse
  • Context tokens41,920
  • LLM calls34
  • Tool calls33
  • Compactions0

Failed tests

  • test_unmatched_markers_stay_literal
passed
AD100-PRJ-09
KV store: TTL + LRU + snapshot
23/23
100.0%
100.0%
4.5
4.50
41.7k
243.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight4.5
  • Tagskv-store, ttl, lru, persistence
  • Exit code0
  • Timed outFalse
  • Context tokens41,692
  • LLM calls33
  • Tool calls40
  • Compactions0
passed
AD100-PRJ-10
cron next-fire calculator
21/21
100.0%
100.0%
3.5
3.50
40.9k
161.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagscron, schedules, calendar, parsing
  • Exit code0
  • Timed outFalse
  • Context tokens40,893
  • LLM calls20
  • Tool calls21
  • Compactions0
passed
AD100-PRJ-11
access-log analyzer (stats + filters)
16/16
100.0%
100.0%
3.5
3.50
29.4k
165.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultymedium
  • Weight3.5
  • Tagslogs, parsing, aggregation, cli
  • Exit code0
  • Timed outFalse
  • Context tokens29,397
  • LLM calls20
  • Tool calls20
  • Compactions0
passed
AD100-PRJ-12
HTTP/1.1 message parser
3/3 drivers
100.0%
100.0%
5
5.00
30.6k
193.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight5
  • Tagshttp, parser, chunked, protocol
  • Exit code0
  • Timed outFalse
  • Context tokens30,596
  • LLM calls26
  • Tool calls26
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-13
mustache-lite template engine
1/3 drivers
33.3%
35.0%
6.5
2.27
71.0k
481.2s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultymedium
  • Weight6.5
  • Tagstemplates, mustache, html-escaping, recursion
  • Exit code0
  • Timed outFalse
  • Context tokens70,979
  • LLM calls40
  • Tool calls42
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

  • test_edge
  • test_sections
passed
AD100-PRJ-14
mini scripting language interpreter
21/21
100.0%
100.0%
10.5
10.50
73.5k
462.2s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight10.5
  • Tagsinterpreter, lexer, parser, tree-walker, cli
  • Exit code0
  • Timed outFalse
  • Context tokens73,481
  • LLM calls52
  • Tool calls54
  • Compactions0
passed
AD100-PRJ-15
mini pytest (discovery, fixtures, report)
18/18
100.0%
100.0%
4.5
4.50
25.6k
141.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight4.5
  • Tagstest-runner, discovery, fixtures, reporting
  • Exit code0
  • Timed outFalse
  • Context tokens25,553
  • LLM calls18
  • Tool calls19
  • Compactions0
passed
AD100-PRJ-16
Game of Life engine (seeded, census)
11/11
100.0%
100.0%
3.5
3.50
18.2k
95.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight3.5
  • Tagsgame-of-life, simulation, prng, cycle-detection
  • Exit code0
  • Timed outFalse
  • Context tokens18,215
  • LLM calls13
  • Tool calls19
  • Compactions0
passed
AD100-PRJ-17
LZ77+RLE codec with checksum
4/4 drivers
100.0%
100.0%
4.5
4.50
26.6k
151.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight4.5
  • Tagscompression, lz77, rle, checksum, codec
  • Exit code0
  • Timed outFalse
  • Context tokens26,626
  • LLM calls18
  • Tool calls17
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-PRJ-18
discrete-event simulator (deterministic)
4/4 drivers
100.0%
100.0%
3.5
3.50
25.3k
145.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagssimulation, event-queue, deterministic-ordering
  • Exit code0
  • Timed outFalse
  • Context tokens25,305
  • LLM calls22
  • Tool calls21
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-PRJ-19
C++ mini test framework
4/4 drivers
100.0%
100.0%
3.5
3.50
16.6k
97.7s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagstest-framework, macros, registry, fixtures
  • Exit code0
  • Timed outFalse
  • Context tokens16,569
  • LLM calls16
  • Tool calls16
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-20
SQL subset engine (DDL/DML/SELECT/JOIN)
—
—
0.0%
15.5
0.00
242.6k
1202.1s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight15.5
  • Tagssql, parser, join, query-engine
  • Exit code0
  • Timed outFalse
  • Context tokens242,601
  • LLM calls163
  • Tool calls163
  • Compactions2

Tests

C++ test drivers: unavailable because the build failed or timed out; tests did not run.

failed
AD100-PRJ-21
Indexed archive utility
3/8 drivers
37.5%
0.0%
30
0.00
246.7k
1202.1s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-1, zip, indexed-access, posix-metadata
  • Exit code0
  • Timed outFalse
  • Context tokens246,683
  • LLM calls115
  • Tool calls123
  • Compactions2

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

  • test_core_metadata
  • test_errors
  • test_errors_structure
  • test_resources
  • test_resources_indexed
passed
AD100-PRJ-22
Silence-aware MP3 splitter
18/18
100.0%
100.0%
11.5
11.50
56.6k
338.0s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight11.5
  • Tagsmini-project, idea-2
  • Exit code0
  • Timed outFalse
  • Context tokens56,636
  • LLM calls27
  • Tool calls28
  • Compactions0
failed
AD100-PRJ-23
FAT32/VFAT filesystem recovery
0/24
0.0%
0.0%
30
0.00
235.0k
1201.4s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-3, fat32, vfat, reverse-engineering
  • Exit code0
  • Timed outFalse
  • Context tokens234,998
  • LLM calls77
  • Tool calls82
  • Compactions2

Failed tests

  • test_core_independent_trees[41]
  • test_core_independent_trees[1337]
  • test_core_independent_trees[2027]
  • test_core_root_and_lfn_across_fragmented_clusters
  • test_core_unicode_short_escape_and_full_lfn_parts
  • test_core_deep_directory_tree
  • test_core_reserved_high_bits_and_inactive_fat
  • test_core_fsinfo_hints_and_primary_boot_authority
  • test_core_deleted_entries_volume_label_and_empty_directory
  • test_errors_geometry[boot]
  • test_errors_geometry[fat16]
  • test_errors_geometry[small]
  • test_errors_geometry[fat-capacity]
  • test_errors_geometry[root]
  • test_errors_geometry[active]
  • test_errors_geometry[fsinfo]
  • test_errors_geometry[truncated]
  • test_errors_chain_markers_and_file_size
  • test_errors_cycles_and_cross_links
  • test_errors_lfn_records
  • test_errors_namespace_and_depth_limits
  • test_errors_mirror_disagreement_and_invalid_alias
  • test_resources_large_fragmented_file
  • test_resources_many_files_standalone_and_memory
passed
AD100-PRJ-24
Image similarity and grouping
17/17
100.0%
100.0%
5
5.00
36.7k
204.5s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight5
  • Tagsmini-project, idea-4
  • Exit code0
  • Timed outFalse
  • Context tokens36,661
  • LLM calls27
  • Tool calls28
  • Compactions0
passed
AD100-PRJ-25
Binary delta generator and applier
3/3 drivers
100.0%
100.0%
6.5
6.50
133.5k
589.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight6.5
  • Tagsmini-project, idea-5
  • Exit code0
  • Timed outFalse
  • Context tokens133,547
  • LLM calls55
  • Tool calls56
  • Compactions1

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-26
Incremental build tool
37/40
92.5%
80.0%
10
8.00
54.2k
331.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight10
  • Tagsmini-project, idea-6
  • Exit code0
  • Timed outFalse
  • Context tokens54,232
  • LLM calls26
  • Tool calls28
  • Compactions0

Failed tests

  • test_errors_empty_spec
  • test_errors_digest_requires_bytes
  • test_errors_files_missing_path
failed
AD100-PRJ-27
ELF executable inspector
0/79
0.0%
0.0%
21
0.00
256.4k
1200.2s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight21
  • Tagsmini-project, idea-7, elf64, binary-recovery, stdlib
  • Exit code0
  • Timed outFalse
  • Context tokens256,369
  • LLM calls80
  • Tool calls85
  • Compactions2

Failed tests

  • test_core_reports[raw-sections]
  • test_core_reports[raw-symbols]
  • test_core_reports[raw-relocations]
  • test_core_reports[raw-segments]
  • test_core_reports[multiple-sections]
  • test_core_reports[multiple-symbols]
  • test_core_reports[multiple-relocations]
  • test_core_reports[multiple-segments]
  • test_core_reports[rel-sections]
  • test_core_reports[rel-symbols]
  • test_core_reports[rel-relocations]
  • test_core_reports[rel-segments]
  • test_core_reports[shared-sections]
  • test_core_reports[shared-symbols]
  • test_core_reports[shared-relocations]
  • test_core_reports[shared-segments]
  • test_core_reports[buffers-sections]
  • test_core_reports[buffers-symbols]
  • test_core_reports[buffers-relocations]
  • test_core_reports[buffers-segments]
  • test_core_absent_names[sections]
  • test_core_absent_names[symbols]
  • test_core_absent_names[relocations]
  • test_core_absent_names[segments]
  • test_core_no_tables
  • test_core_numeric_metadata_and_reserved_symbols
  • test_core_accessed_tables_only
  • test_core_review_valid_inputs[sections-null-program]
  • test_core_review_valid_inputs[sections-empty-symbol-names]
  • test_core_review_valid_inputs[sections-symbol-free-relocations]
  • test_core_review_valid_inputs[symbols-null-program]
  • test_core_review_valid_inputs[symbols-empty-symbol-names]
  • test_core_review_valid_inputs[symbols-symbol-free-relocations]
  • test_core_review_valid_inputs[relocations-null-program]
  • test_core_review_valid_inputs[relocations-empty-symbol-names]
  • test_core_review_valid_inputs[relocations-symbol-free-relocations]
  • test_core_review_valid_inputs[segments-null-program]
  • test_core_review_valid_inputs[segments-empty-symbol-names]
  • test_core_review_valid_inputs[segments-symbol-free-relocations]
  • test_errors_type_header_bounds[sections]
  • test_errors_type_header_bounds[symbols]
  • test_errors_type_header_bounds[relocations]
  • test_errors_type_header_bounds[segments]
  • test_errors_sections[payload]
  • test_errors_sections[name-type]
  • test_errors_sections[name-range]
  • test_errors_sections[name-end]
  • test_errors_sections[name-start]
  • test_errors_symbols[stride]
  • test_errors_symbols[remainder]
  • test_errors_symbols[link-range]
  • test_errors_symbols[link-type]
  • test_errors_symbols[info]
  • test_errors_symbols[name-range]
  • test_errors_symbols[section-range]
  • test_errors_symbols[string-end]
  • test_errors_symbols[string-start]
  • test_errors_relocations[stride]
  • test_errors_relocations[remainder]
  • test_errors_relocations[link-range]
  • test_errors_relocations[link-type]
  • test_errors_relocations[target]
  • test_errors_relocations[symbol-range]
  • test_errors_relocations[linked-stride]
  • test_errors_relocations[linked-string]
  • test_errors_segments
  • test_errors_review_boundaries[null-as-load]
  • test_errors_review_boundaries[null-as-note]
  • test_errors_review_boundaries[empty-name-nonzero]
  • test_errors_review_boundaries[empty-name-bad-type]
  • test_errors_review_boundaries[empty-name-bounds]
  • test_errors_review_boundaries[no-table-nonzero-symbol]
  • test_errors_review_boundaries[no-table-bad-link]
  • test_errors_review_boundaries[no-table-wrong-type]
  • test_resources_light_envelope[sections]
  • test_resources_light_envelope[symbols]
  • test_resources_light_envelope[relocations]
  • test_resources_light_envelope[segments]
  • test_resources_untrusted_sizes
failed
AD100-PRJ-28
Dependency-aware package resolver
28/29
96.5%
80.0%
9
7.20
37.4k
217.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9
  • Tagsmini-project, idea-8
  • Exit code0
  • Timed outFalse
  • Context tokens37,368
  • LLM calls17
  • Tool calls17
  • Compactions0

Failed tests

  • test_errors_requests_structure
passed
AD100-PRJ-29
RAW Bayer development pipeline
3/3 drivers
100.0%
100.0%
7
7.00
79.1k
1200.0s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight7
  • Tagsmini-project, idea-9
  • Exit code0
  • Timed outFalse
  • Context tokens79,118
  • LLM calls49
  • Tool calls50
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

passed
AD100-PRJ-30
Image registration (translation)
3/3 drivers
100.0%
100.0%
3.5
3.50
34.7k
197.2s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight3.5
  • Tagsmini-project, idea-10
  • Exit code0
  • Timed outFalse
  • Context tokens34,683
  • LLM calls27
  • Tool calls27
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-31
Score language to WAV synthesizer
11/12
91.7%
40.0%
28
11.20
44.7k
259.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight28
  • Tagsmini-project, idea-11
  • Exit code0
  • Timed outFalse
  • Context tokens44,652
  • LLM calls20
  • Tool calls20
  • Compactions0

Failed tests

  • test_core_voice_continuation
failed
AD100-PRJ-32
Fixed-timestep 2D physics sandbox
10/12
83.3%
20.0%
9.5
1.90
32.4k
178.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9.5
  • Tagsmini-project, idea-12
  • Exit code0
  • Timed outFalse
  • Context tokens32,403
  • LLM calls14
  • Tool calls15
  • Compactions0

Failed tests

  • test_core_bounds_reflection
  • test_resources_many_bodies
failed
AD100-PRJ-33
Columnar data compressor
1/3 drivers
33.3%
20.0%
30
6.00
146.0k
796.5s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-13
  • Exit code0
  • Timed outFalse
  • Context tokens146,019
  • LLM calls85
  • Tool calls86
  • Compactions1

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

  • test_core
  • test_errors
passed
AD100-PRJ-34
DTMF decoder
13/13
100.0%
100.0%
18.5
18.50
123.4k
574.3s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight18.5
  • Tagsmini-project, idea-14
  • Exit code0
  • Timed outFalse
  • Context tokens123,363
  • LLM calls45
  • Tool calls48
  • Compactions1
failed
AD100-PRJ-35
Mobile-robot path planner
10/12
83.3%
20.0%
9.5
1.90
23.5k
135.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight9.5
  • Tagsmini-project, idea-15
  • Exit code0
  • Timed outFalse
  • Context tokens23,533
  • LLM calls24
  • Tool calls24
  • Compactions0

Failed tests

  • test_core_tie_break_deterministic
  • test_errors_start_goal
failed
AD100-PRJ-36
Two-link robot-arm controller
13/14
92.9%
80.0%
23
18.40
39.2k
235.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight23
  • Tagsmini-project, idea-16
  • Exit code0
  • Timed outFalse
  • Context tokens39,187
  • LLM calls17
  • Tool calls18
  • Compactions0

Failed tests

  • test_errors_configs
passed
AD100-PRJ-37
Fiducial-marker detector
3/3 drivers
100.0%
100.0%
12.5
12.50
160.3k
776.5s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight12.5
  • Tagsmini-project, idea-17
  • Exit code0
  • Timed outFalse
  • Context tokens160,325
  • LLM calls61
  • Tool calls62
  • Compactions1

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-38
Multi-object tracker
9/11
81.8%
20.0%
15.5
3.10
146.3k
958.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight15.5
  • Tagsmini-project, idea-18
  • Exit code0
  • Timed outFalse
  • Context tokens146,326
  • LLM calls67
  • Tool calls70
  • Compactions1

Failed tests

  • test_core_crossing_identity_swap
  • test_errors_frames
failed
AD100-PRJ-39
Parametric audio equalizer
0/3 drivers
0.0%
0.0%
28
0.00
115.4k
578.3s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyhard
  • Weight28
  • Tagsmini-project, idea-19
  • Exit code0
  • Timed outFalse
  • Context tokens115,378
  • LLM calls67
  • Tool calls68
  • Compactions1

Tests

C++ test drivers (one per hidden .cpp file).

Failed tests

  • test_core
  • test_errors
  • test_resources
failed
AD100-PRJ-40
Barcode scanner (EAN-13)
—
—
0.0%
24
0.00
225.9k
944.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight24
  • Tagsmini-project, idea-20
  • Exit code0
  • Timed outFalse
  • Context tokens225,892
  • LLM calls93
  • Tool calls94
  • Compactions2

Tests

C++ test drivers: results unavailable or incomplete.

failed
AD100-PRJ-41
JSONL chat-log to Markdown converter
19/32
59.4%
0.0%
30
0.00
303.8k
1200.1s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-21
  • Exit code0
  • Timed outFalse
  • Context tokens303,754
  • LLM calls107
  • Tool calls122
  • Compactions3

Failed tests

  • test_core_width_none_keeps_spacing
  • test_core_long_word_not_split
  • test_core_width_one
  • test_core_fence_with_language_and_wrap_around
  • test_core_unterminated_fence_runs_to_end
  • test_core_tool_result_and_empty_text
  • test_core_message_default_text
  • test_core_multiple_blocks_and_internal_blank_lines
  • test_core_wrapping_matches_reference_on_fuzz
  • test_errors_unknown_type
  • test_errors_tool_call_fields
  • test_errors_text_type
  • test_resources_large_single_paragraph_wrap_is_linear
failed
AD100-PRJ-42
RFC 3986 URL utility
121/129
93.8%
0.0%
30
0.00
216.0k
853.6s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight30
  • Tagsmini-project, idea-22, rfc3986, native-oracle
  • Exit code0
  • Timed outFalse
  • Context tokens215,966
  • LLM calls104
  • Tool calls120
  • Compactions2

Failed tests

  • test_core_normalize_literals[WSS://U%73er@%45XAMPLE:00443/a//b/%2E/../c?%2f=%41#%7e-wss://User@example/a//b/c?%2F=A#~]
  • test_core_normalize_literals[http://H%2fX:00081/?#-http://h%2Fx:81/?#]
  • test_errors_malformed_url[http://h/\x7f]
  • test_errors_malformed_url[http://%C3%A9/]
  • test_errors_malformed_url[http://h/\ud800]
  • test_errors_malformed_url[http://h/a\xa0b]
  • test_errors_all_input_length_limits
  • test_resources_long_zero_port
passed
AD100-PRJ-43
Nonlinear least-squares solver
3/3 drivers
100.0%
100.0%
7.5
7.50
80.1k
500.2s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight7.5
  • Tagsmini-project, idea-23
  • Exit code0
  • Timed outFalse
  • Context tokens80,074
  • LLM calls42
  • Tool calls41
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-44
IBAN and credit-card validator
8/9
88.9%
40.0%
6
2.40
29.7k
179.8s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyhard
  • Weight6
  • Tagsmini-project, idea-24
  • Exit code0
  • Timed outFalse
  • Context tokens29,723
  • LLM calls14
  • Tool calls14
  • Compactions0

Failed tests

  • test_core_luhn_reference
passed
AD100-PRJ-45
Arbitrary-precision integer arithmetic
3/3 drivers
100.0%
100.0%
14.5
14.50
78.5k
526.3s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight14.5
  • Tagsmini-project, idea-25
  • Exit code0
  • Timed outFalse
  • Context tokens78,549
  • LLM calls53
  • Tool calls53
  • Compactions0

Tests

C++ test drivers (one per hidden .cpp file).

failed
AD100-PRJ-47
Recover a hidden phrase from an executable
3/6
50.0%
20.0%
5.5
1.10
302.9k
868.9s
SUBMITTED

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight5.5
  • Tagsmini-project, idea-27
  • Exit code0
  • Timed outFalse
  • Context tokens302,871
  • LLM calls81
  • Tool calls104
  • Compactions3

Failed tests

  • test_core_exact_phrase
  • test_core_exact_length
  • test_resources_standalone_bytes
failed
AD100-PRJ-48
Black-box image transformation utility clone
—
—
0.0%
30
0.00
389.4k
1202.0s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagecpp
  • Difficultyexpert
  • Weight30
  • Tagsmini-project, idea-28
  • Exit code0
  • Timed outFalse
  • Context tokens389,358
  • LLM calls131
  • Tool calls133
  • Compactions4

Tests

C++ test drivers: results unavailable or incomplete.

failed
AD100-PRJ-49
Closed-loop differential-drive line follower
10/21
47.6%
20.0%
13.5
2.70
324.5k
1200.8s
DEADLINE

Challenge

  • Observed modelsunsloth/flint-GGUF:UD-Q4_K_XL
  • Pillarproject
  • Languagepython
  • Difficultyexpert
  • Weight13.5
  • Tagsmini-project, idea-29
  • Exit code0
  • Timed outFalse
  • Context tokens324,539
  • LLM calls103
  • Tool calls105
  • Compactions3

Failed tests

  • test_core_hidden_track_completion_and_recovery[1]
  • test_core_hidden_track_completion_and_recovery[2]
  • test_core_hidden_track_completion_and_recovery[3]
  • test_core_hidden_track_completion_and_recovery[4]
  • test_core_hidden_track_completion_and_recovery[5]
  • test_core_hidden_track_completion_and_recovery[6]
  • test_core_hidden_track_completion_and_recovery[7]
  • test_core_hidden_track_completion_and_recovery[8]
  • test_core_hidden_track_completion_and_recovery[9]
  • test_resources_deterministic_replay
  • test_resources_long_route_with_bounded_worker