Add CalibForge filtered by stages 3 and 5

Calibforge_filtered_stages_3_5/README.md

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+# CalibForge filtered by stages 3 and 5
+
+This version of [CalibForge](https://huggingface.co/datasets/AweAI-Team/CalibForge/tree/fb1e75441a94b8bb0ced08acd6b59e711704d70a) is based on the following cleaning stages. It includes the stage 3 and 5 repairs, before the later stage 1 fixes.
+
+## Stage 3: Verifying build
+
+- **5,079 tasks patched for build failures:** corrected Docker-to-Apptainer handling of working directories, variables, temporary inputs, COPY operations, heredocs and multi-stage builds; restored missing directories and task files, including compiled Python files recovered from upstream images.
+- **2,969 tasks patched for verifier preparation:** installed dependencies in the agent image to reduce repeated downloads. For 2,841 of these tasks, moved installation commands into `tests/setup.sh` to measure preparation separately from grading. Mean verifier preparation after patching was **4.81 seconds**, measured five times per task. A 10-task before-patch pilot took up to **43 seconds before setup failed**, so it did not establish a successful before-patch mean.
+- **57 tasks excluded:** 45 database/server ownership failures, 7 temporary-directory state failures, 2 privileged-port failures and 3 tasks whose login scripts repeatedly started background connections and caused commands to time out.
+
+## Stage 4: Reference solution reward 1
+
+Skipped because none of the 5,431 tasks provides a reference solution.
+
+## Stage 5: No-op reward 0
+
+- **13 verifier failures fixed:** in 10 tasks, missing files the agent must create now fail a test instead of crashing test loading. In 1 task, missing pandas is reported the same way. In 2 tasks, an unrepaired PostgreSQL service or Go build now fails tests instead of aborting test setup. All 13 then scored 0 on the no-op run.
+- **57 tasks excluded:** 4 scored 1 without any agent work, 10 lacked Python for verification, 8 exceeded memory limits, 11 had missing or incompatible libraries, 8 crashed in native code, 7 exceeded the verifier timeout, 4 lacked pytest, 2 had broken shell test scripts, 1 lacked a required starting file and 2 encountered permission errors.
+- **Total for stage 5: 70 tasks affected, 13 patched and 57 excluded.**
+
+**Total: 5,317 tasks from 5,431 kept after stages 3 + 5.**
+
+Cached Apptainer images are included for **5,305 of 5,317 tasks** (5,198 distinct environments). The remaining 12 tasks require an image build. Image references are pinned in `tasks.parquet` and listed in `images.json`.

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