AutoScientist Part 2 source dataset
Browse files
README.md
CHANGED
|
@@ -80,24 +80,24 @@ response states. Sharing a helper would let a wrong formula agree with itself.
|
|
| 80 |
|
| 81 |
## Adaption platform quality grade
|
| 82 |
|
| 83 |
-
Graded by [Adaption](https://adaptionlabs.ai)'s own data-quality evaluation (dataset `
|
| 84 |
|
| 85 |
| | source (what we trained on) | after platform adaptation |
|
| 86 |
|---|---|---|
|
| 87 |
-
| Grade | **C** | **
|
| 88 |
-
| Score | 6.0 |
|
| 89 |
-
| Percentile (all platform datasets) | 6.9 | **
|
| 90 |
-
| Prompt quality | 5.
|
| 91 |
-
| Completion quality | 4.
|
| 92 |
|
| 93 |
-
Improvement: **+
|
| 94 |
|
| 95 |
## Concise vs expanded — the measurement that surprised us
|
| 96 |
|
| 97 |
The platform's adaptation rewrites our 137-word answers into
|
| 98 |
733-word ones and grades them far higher (completion quality
|
| 99 |
-
4.
|
| 100 |
-
→ 9.
|
| 101 |
Two experiments, both blinded and judged in both orderings:
|
| 102 |
|
| 103 |
**1. Judging the reference text.** Our concise completions vs the platform's expanded
|
|
|
|
| 80 |
|
| 81 |
## Adaption platform quality grade
|
| 82 |
|
| 83 |
+
Graded by [Adaption](https://adaptionlabs.ai)'s own data-quality evaluation (dataset `23942311-a24d-4930-b014-2d61eedcff73`, sampled on 100 rows):
|
| 84 |
|
| 85 |
| | source (what we trained on) | after platform adaptation |
|
| 86 |
|---|---|---|
|
| 87 |
+
| Grade | **C** | **A** |
|
| 88 |
+
| Score | 6.0 | 9.0 |
|
| 89 |
+
| Percentile (all platform datasets) | 6.9 | **33** |
|
| 90 |
+
| Prompt quality | 5.94 (pct 12.2) | 8.09 (pct 28.9) |
|
| 91 |
+
| Completion quality | 4.66 (pct 1.6) | 9.87 (pct 37) |
|
| 92 |
|
| 93 |
+
Improvement: **+50.0%**. All numbers, including the per-metric percentiles, are exactly as returned by the platform API (`eval/adaption_grade_*.json` in the build repo); where a before/after percentile repeats, that repetition is the platform's own coarse bucketing, not a transcription error.
|
| 94 |
|
| 95 |
## Concise vs expanded — the measurement that surprised us
|
| 96 |
|
| 97 |
The platform's adaptation rewrites our 137-word answers into
|
| 98 |
733-word ones and grades them far higher (completion quality
|
| 99 |
+
4.66
|
| 100 |
+
→ 9.87).
|
| 101 |
Two experiments, both blinded and judged in both orderings:
|
| 102 |
|
| 103 |
**1. Judging the reference text.** Our concise completions vs the platform's expanded
|