Text Generation
PEFT
Safetensors
English
lora
qwen3
dataset-validation
synthetic-data
conversational
Instructions to use khursheed/datacard-ci with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use khursheed/datacard-ci with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-0.6B") model = PeftModel.from_pretrained(base_model, "khursheed/datacard-ci") - Notebooks
- Google Colab
- Kaggle
Download eval.jsonl from khursheed/datacard-ci: direct link, hf CLI and curl.
- Browser
- Download file 9.98 kB
-
https://huggingface.co/khursheed/datacard-ci/resolve/main/eval.jsonl
- Command line
-
hf download hf://khursheed/datacard-ci/eval.jsonl
-
curl -L -o eval.jsonl https://huggingface.co/khursheed/datacard-ci/resolve/main/eval.jsonl
9.98 kB
| {"input": "{\"quote\": \"There are exactly 701 records in train.\", \"schema\": {\"train\": [\"subject_0\", \"label\"], \"test\": [\"subject_0\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 701}}} | |
| {"input": "{\"quote\": \"Within train, subject_0 never repeats.\", \"schema\": {\"train\": [\"subject_0\", \"label\"], \"test\": [\"subject_0\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_0"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_0 values.\", \"schema\": {\"train\": [\"subject_0\", \"label\"], \"test\": [\"subject_0\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_0"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 0.\", \"schema\": {\"train\": [\"subject_0\", \"label\"], \"test\": [\"subject_0\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 0 reflects the real world.\", \"schema\": {\"train\": [\"subject_0\", \"label\"], \"test\": [\"subject_0\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |
| {"input": "{\"quote\": \"There are exactly 702 records in train.\", \"schema\": {\"train\": [\"subject_1\", \"label\"], \"test\": [\"subject_1\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 702}}} | |
| {"input": "{\"quote\": \"Within train, subject_1 never repeats.\", \"schema\": {\"train\": [\"subject_1\", \"label\"], \"test\": [\"subject_1\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_1"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_1 values.\", \"schema\": {\"train\": [\"subject_1\", \"label\"], \"test\": [\"subject_1\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_1"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 1.\", \"schema\": {\"train\": [\"subject_1\", \"label\"], \"test\": [\"subject_1\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 1 reflects the real world.\", \"schema\": {\"train\": [\"subject_1\", \"label\"], \"test\": [\"subject_1\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |
| {"input": "{\"quote\": \"There are exactly 703 records in train.\", \"schema\": {\"train\": [\"subject_2\", \"label\"], \"test\": [\"subject_2\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 703}}} | |
| {"input": "{\"quote\": \"Within train, subject_2 never repeats.\", \"schema\": {\"train\": [\"subject_2\", \"label\"], \"test\": [\"subject_2\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_2"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_2 values.\", \"schema\": {\"train\": [\"subject_2\", \"label\"], \"test\": [\"subject_2\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_2"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 2.\", \"schema\": {\"train\": [\"subject_2\", \"label\"], \"test\": [\"subject_2\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 2 reflects the real world.\", \"schema\": {\"train\": [\"subject_2\", \"label\"], \"test\": [\"subject_2\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |
| {"input": "{\"quote\": \"There are exactly 704 records in train.\", \"schema\": {\"train\": [\"subject_3\", \"label\"], \"test\": [\"subject_3\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 704}}} | |
| {"input": "{\"quote\": \"Within train, subject_3 never repeats.\", \"schema\": {\"train\": [\"subject_3\", \"label\"], \"test\": [\"subject_3\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_3"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_3 values.\", \"schema\": {\"train\": [\"subject_3\", \"label\"], \"test\": [\"subject_3\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_3"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 3.\", \"schema\": {\"train\": [\"subject_3\", \"label\"], \"test\": [\"subject_3\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 3 reflects the real world.\", \"schema\": {\"train\": [\"subject_3\", \"label\"], \"test\": [\"subject_3\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |
| {"input": "{\"quote\": \"There are exactly 705 records in train.\", \"schema\": {\"train\": [\"subject_4\", \"label\"], \"test\": [\"subject_4\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 705}}} | |
| {"input": "{\"quote\": \"Within train, subject_4 never repeats.\", \"schema\": {\"train\": [\"subject_4\", \"label\"], \"test\": [\"subject_4\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_4"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_4 values.\", \"schema\": {\"train\": [\"subject_4\", \"label\"], \"test\": [\"subject_4\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_4"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 4.\", \"schema\": {\"train\": [\"subject_4\", \"label\"], \"test\": [\"subject_4\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 4 reflects the real world.\", \"schema\": {\"train\": [\"subject_4\", \"label\"], \"test\": [\"subject_4\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |
| {"input": "{\"quote\": \"There are exactly 706 records in train.\", \"schema\": {\"train\": [\"subject_5\", \"label\"], \"test\": [\"subject_5\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 706}}} | |
| {"input": "{\"quote\": \"Within train, subject_5 never repeats.\", \"schema\": {\"train\": [\"subject_5\", \"label\"], \"test\": [\"subject_5\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_5"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_5 values.\", \"schema\": {\"train\": [\"subject_5\", \"label\"], \"test\": [\"subject_5\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_5"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 5.\", \"schema\": {\"train\": [\"subject_5\", \"label\"], \"test\": [\"subject_5\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 5 reflects the real world.\", \"schema\": {\"train\": [\"subject_5\", \"label\"], \"test\": [\"subject_5\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |
| {"input": "{\"quote\": \"There are exactly 707 records in train.\", \"schema\": {\"train\": [\"subject_6\", \"label\"], \"test\": [\"subject_6\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 707}}} | |
| {"input": "{\"quote\": \"Within train, subject_6 never repeats.\", \"schema\": {\"train\": [\"subject_6\", \"label\"], \"test\": [\"subject_6\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_6"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_6 values.\", \"schema\": {\"train\": [\"subject_6\", \"label\"], \"test\": [\"subject_6\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_6"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 6.\", \"schema\": {\"train\": [\"subject_6\", \"label\"], \"test\": [\"subject_6\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 6 reflects the real world.\", \"schema\": {\"train\": [\"subject_6\", \"label\"], \"test\": [\"subject_6\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |
| {"input": "{\"quote\": \"There are exactly 708 records in train.\", \"schema\": {\"train\": [\"subject_7\", \"label\"], \"test\": [\"subject_7\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "row_count", "split": "train", "expected": 708}}} | |
| {"input": "{\"quote\": \"Within train, subject_7 never repeats.\", \"schema\": {\"train\": [\"subject_7\", \"label\"], \"test\": [\"subject_7\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "unique", "split": "train", "column": "subject_7"}}} | |
| {"input": "{\"quote\": \"The train and test sets share zero subject_7 values.\", \"schema\": {\"train\": [\"subject_7\", \"label\"], \"test\": [\"subject_7\", \"label\"]}}", "target": {"kind": "computable", "check": {"op": "split_disjoint", "left": "train", "right": "test", "column": "subject_7"}}} | |
| {"input": "{\"quote\": \"Permission to contribute was obtained for cohort 7.\", \"schema\": {\"train\": [\"subject_7\", \"label\"], \"test\": [\"subject_7\", \"label\"]}}", "target": {"kind": "attestation", "check": null}} | |
| {"input": "{\"quote\": \"Cohort 7 reflects the real world.\", \"schema\": {\"train\": [\"subject_7\", \"label\"], \"test\": [\"subject_7\", \"label\"]}}", "target": {"kind": "ambiguous", "check": null}} | |