laion/openthoughts-tblite-dev-apptainer-v1

OpenThoughts-TBLite dev (offline Apptainer, v1)

A validated subset of open-thoughts/OpenThoughts-TBLite (revision 7b70111339b4af23cece95d63aeec1c705790868, Apache-2.0) for running on HPC clusters without Docker and without internet on compute nodes, with the harbor Apptainer bridge. Task files are unchanged from the source; this release only selects tasks and records the evidence. It is not the separate upstream "OpenThoughts-TB-dev" set.

status	tasks	meaning
validated	53	gold solution passes in 2/2 offline oracle runs, and an empty attempt scores 0
unvalidated	27	upstream ships no gold solution (placeholder solve.sh); the grader rejects an empty attempt, but passing a correct answer is unproven
excluded	20	cannot be scored in this execution profile (see below)

Use the status field in manifest.json to report scores on the validated tasks, or on validated + unvalidated.

Execution profile

• backend: harbor apptainer bridge, rootless, offline (no internet on compute nodes)
• harbor: marianna13/harbor@6524c8ae (branch jureca-eval-fixes); changes vs upstream are listed in that branch's FORK_CHANGES.md
• images: SIFs built by the harbor Apptainer builder from each task's Dockerfile (rootless apptainer build --fakeroot)
• grader dependencies: offline wheelhouse (all pinned grader packages for Python 3.11-3.13)
• network: BRIDGE_ISOLATE_NETWORK=1 (per-sandbox loopback)

Evidence (Gate 1)

• oracle (gold solution), two independent runs: oracle-v8-prefix-tblite-all-15651434, oracle-final2-tblite-all-15651444
• empty-solution control (harbor nop agent): nop-final-tblite-all-15651443
• all runs on a JURECA dc-cpu node with no internet access (probe: no route to pypi.org)

Excluded tasks

task	reason
acl-permissions-inheritance	rootless sandbox: chgrp/setfacl not permitted
amuse-install	image cannot be built: verifier package amuse-hermite needs a compiler toolchain
bloom-filter-cache-penetration-prevention	gold solution fails: fakeredis connection error (likely a fakeredis/redis-py version mismatch in the offline wheelhouse)
broken-python	gold solution fails offline: package missing from the offline wheelhouse
corrupted-filesystem-recovery	dataset defect: gold solution's superblock repair does not match disk.img (still corrupt)
cpp-daemon-sighup-segfault	rootless sandbox: ulimit -c not permitted
etl_checkpoint_resume_bug	gold solution fails: Postgres is only started by the image CMD, which harbor overrides (also under Docker)
git-repo-forensics	dataset defect: the damaged git repository (nested .git) is missing from the upload
hydra-debug-slurm-mode	needs network: git+https install
maven-slf4j-conflict	needs network (Maven Central)
okhttp-trailers-crash	needs network: Gradle dependency download
pdf-table-parsing	gold solution fails offline: camelot not available
protein-sequence	gold solution fails offline (undiagnosed)
react-typescript-debugg	needs network: tests run npm install
rsa-jwt-token-api-redis-blacklist	needs network at solve time
smiles-data-lab	dataset defect: gold solution calls a missing /app/solution/solve_smiles.py
sql-injection-forensics	gold solution crashes (re.error: bad character range) under this image's Python
symlink-chain-traversal	dataset defect: gold solution resolves the chain with realpath and answers dir1; grader expects file1
systemd-log-monitoring	rootless sandbox: chown not permitted
token-auth-websocket	needs network: gradle not in image

Tasks

task	status	oracle passes	empty-attempt reward
anomaly-detection-ranking	validated	2/2	0
api-endpoint-permission-canonicalizer	validated	2/2	0
application-debug	validated	2/2	0
auth_token_race_condition	validated	2/2	0
bandit-delayed-feedback	validated	2/2	0
bash-log-processor-fix	validated	2/2	0
basic-message-queue	unvalidated	n/a (no gold solution)	0
battery-charging-optimization	unvalidated	n/a (no gold solution)	0
book-portfolio-analysis	unvalidated	n/a (no gold solution)	0
bracket-sequence-restoration	unvalidated	n/a (no gold solution)	0
breast-cancer-mlflow	validated	2/2	0
build-merkle-tree-cli-sha512	validated	2/2	0
build-system-task-ordering	validated	2/2	0
california-housing-api	validated	2/2	0
chained-forensic-extraction_20260101_011957	validated	2/2	0
competitive-programming-solver	unvalidated	n/a (no gold solution)	0
container-registry-optimization	validated	2/2	0
convolutional-layers	validated	2/2	0
cosign-keyless-signing	validated	2/2	0
cryptographic-protocol-verifier	validated	2/2	0
csv-json-jsonl-merger	validated	2/2	0
db-migration-local-storage	validated	2/2	0
distributed-test-execution-scheduler	validated	2/2	0
ekf-localization	validated	2/2	0
fix-js-network-controller	validated	2/2	0
fix_async_worker_queue	validated	2/2	0
floor-plan-geometry	unvalidated	n/a (no gold solution)	0
game-of-stones	unvalidated	n/a (no gold solution)	0
grid-pathfinding	unvalidated	n/a (no gold solution)	0
grpc-plant-position-server	unvalidated	n/a (no gold solution)	0
html-index-analysis	unvalidated	n/a (no gold solution)	0
image-tile-identification	unvalidated	n/a (no gold solution)	0
industrial-kiln-controller	validated	2/2	0
iot-device-registration-server	validated	2/2	0
iris-dataset-classification	unvalidated	n/a (no gold solution)	0
jq-data-processing	validated	2/2	0
jsonl-aggregator	validated	2/2	0
legal-summary-extraction	unvalidated	n/a (no gold solution)	0
log-summary	validated	2/2	0
malicious-package-forensics	validated	2/2	0
mech-system	validated	2/2	0
mlflow-register	validated	2/2	0
monorepo-changelog-cli	validated	2/2	0
mtls-cert-rotation	validated	2/2	0
multi-labeller	validated	2/2	0
multi-server-configuration	unvalidated	n/a (no gold solution)	0
network-log-normalization	unvalidated	n/a (no gold solution)	0
neural-architecture-search-final	validated	2/2	0
neutron-submission	validated	2/2	0
pandas-etl	validated	2/2	0
pandas-numpy-data-analysis	unvalidated	n/a (no gold solution)	0
parking-lot-pathfinding	unvalidated	n/a (no gold solution)	0
permutation-construction-100k	unvalidated	n/a (no gold solution)	0
pgn-chess-repair-puzzles	validated	2/2	0
playing-card-recognition	unvalidated	n/a (no gold solution)	0
prediction-model-evaluation	unvalidated	n/a (no gold solution)	0
publisher-market-analysis	unvalidated	n/a (no gold solution)	0
publisher-market-analysis-v2	unvalidated	n/a (no gold solution)	0
python-api-rate-limit	validated	2/2	0
raft-log-repair-concurrent-access	validated	2/2	0
reproducibility-and-envsetup	validated	2/2	0
reverse-engineer-stack-vm	validated	2/2	0
sakila-sqlite-queries	unvalidated	n/a (no gold solution)	0
sales-data-csv-analysis	validated	2/2	0
scan-linux-persistence-artifacts	validated	2/2	0
schedule-vacation	validated	2/2	0
security-breach-incident-response	validated	2/2	0
security-incident-log-analysis	validated	2/2	0
server-log-analysis	unvalidated	n/a (no gold solution)	0
service-deployment-wave-planner	validated	2/2	0
sign-vector-game	validated	2/2	0
simple-database-query-tool	unvalidated	n/a (no gold solution)	0
submission_a63937a5_20251224_152124	validated	2/2	0
supply-chain-fulfillment	validated	2/2	0
sympy-bug-fix	unvalidated	n/a (no gold solution)	0
task-xxe-exploit	validated	2/2	0
todos-api	validated	2/2	0
tsl-test-case-generation	validated	2/2	0
vimscript-vim-quine	validated	2/2	0
word-derangement-mapping	unvalidated	n/a (no gold solution)	0

Layout

• tasks/<name>/: harbor task folders (task.toml, instruction.md, environment/, tests/, solution/), symlinks dereferenced
• manifest.json: per-task status, oracle passes, empty-attempt reward, content SHA-256, execution profile, evidence
• excluded.json: excluded tasks with the automated reason