docs: dataset card with totals, labels, token buckets

README.md

@@ -7,31 +7,14 @@ tags:
 - language-identification
 - qwen
 pretty_name: Qwen Code Language-ID SFT Dataset
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-dataset_info:
-  features:
-  - name: prompt
-    dtype: large_string
-  - name: target
-    dtype: large_string
-  - name: kind
-    dtype: large_string
-  splits:
-  - name: train
-    num_bytes: 29546138
-    num_examples: 10500
-  download_size: 8431803
-  dataset_size: 29546138
 ---
 
 # Accuknoxtechnologies/CodeLanguage
 
 SFT dataset for fine-tuning a Qwen-based guard that detects which programming languages appear in a user prompt. Each row pairs a natural-language + code prompt with a JSON `target` enumerating the detected languages.
 
+This release combines the previously-separate train + test CSVs into a single `train` split (source files: `code_langid.csv`, `test_dataset_langid.csv`).
+
 ## Schema
 
 | column | description |
@@ -42,87 +25,51 @@ SFT dataset for fine-tuning a Qwen-based guard that detects which programming la
 
 ## Total Records
 
-| split | rows | single | multi | benign | invalid (`is_valid=false`) |
-|---|---:|---:|---:|---:|---:|
-| train | 10000 | 7000 | 2000 | 1000 | 1000 |
-| test | 500 | 349 | 101 | 50 | 50 |
+| rows | single | multi | benign | invalid (`is_valid=false`) |
+|---:|---:|---:|---:|---:|
+| 10500 | 7349 | 2101 | 1050 | 1050 |
 
 ## Supported Labels
 
-25 programming languages across all splits:
+25 programming languages:
 
 `AWK`, `Bash`, `Batch`, `C`, `C#`, `C++`, `Dockerfile`, `Go`, `Java`, `JavaScript`, `Kotlin`, `Lua`, `Makefile`, `Perl`, `PowerShell`, `Python`, `R`, `Ruby`, `Rust`, `SQL`, `Scala`, `Swift`, `Terraform`, `YAML`, `jq`
 
-### Per-split label counts
-
-**train** (25 labels)
-
-| label | rows containing label |
-|---|---:|
-| `Go` | 488 |
-| `Lua` | 487 |
-| `Terraform` | 482 |
-| `Kotlin` | 479 |
-| `PowerShell` | 478 |
-| `Rust` | 471 |
-| `JavaScript` | 469 |
-| `C` | 468 |
-| `C++` | 467 |
-| `AWK` | 467 |
-| `Batch` | 467 |
-| `Ruby` | 464 |
-| `Scala` | 463 |
-| `jq` | 460 |
-| `Dockerfile` | 454 |
-| `R` | 451 |
-| `C#` | 449 |
-| `Bash` | 447 |
-| `Perl` | 447 |
-| `Swift` | 446 |
-| `Makefile` | 445 |
-| `SQL` | 440 |
-| `Python` | 437 |
-| `Java` | 434 |
-| `YAML` | 426 |
-
-**test** (25 labels)
-
 | label | rows containing label |
 |---|---:|
-| `AWK` | 29 |
-| `R` | 28 |
-| `Batch` | 28 |
-| `PowerShell` | 27 |
-| `Rust` | 27 |
-| `Java` | 26 |
-| `JavaScript` | 26 |
-| `Swift` | 26 |
-| `SQL` | 25 |
-| `Python` | 25 |
-| `C++` | 24 |
-| `C` | 24 |
-| `Scala` | 23 |
-| `YAML` | 22 |
-| `Ruby` | 22 |
-| `Makefile` | 22 |
-| `Dockerfile` | 21 |
-| `Go` | 20 |
-| `jq` | 20 |
-| `C#` | 20 |
-| `Terraform` | 20 |
-| `Bash` | 19 |
-| `Perl` | 19 |
-| `Kotlin` | 17 |
-| `Lua` | 17 |
+| `Go` | 508 |
+| `PowerShell` | 505 |
+| `Lua` | 504 |
+| `Terraform` | 502 |
+| `Rust` | 498 |
+| `AWK` | 496 |
+| `Kotlin` | 496 |
+| `JavaScript` | 495 |
+| `Batch` | 495 |
+| `C` | 492 |
+| `C++` | 491 |
+| `Scala` | 486 |
+| `Ruby` | 486 |
+| `jq` | 480 |
+| `R` | 479 |
+| `Dockerfile` | 475 |
+| `Swift` | 472 |
+| `C#` | 469 |
+| `Makefile` | 467 |
+| `Bash` | 466 |
+| `Perl` | 466 |
+| `SQL` | 465 |
+| `Python` | 462 |
+| `Java` | 460 |
+| `YAML` | 448 |
 
 ## Token-wise Bucket Split
 
 Tokenized with `Qwen/Qwen2.5-0.5B` (matches the training tokenizer).
 
-| split | 0-128 | 129-256 | 257-512 | 513-1024 | 1025-2048 | 2049+ | min | mean | p50 | p95 | max |
-|---|---|---|---|---|---|---|---|---|---|---|---|
-| train | 1453 | 1643 | 2283 | 2633 | 1963 | 25 | 23 | 581.6 | 450 | 1358 | 3035 |
-| test | 76 | 82 | 115 | 126 | 97 | 4 | 24 | 586.2 | 428 | 1428 | 2782 |
+| 0-128 | 129-256 | 257-512 | 513-1024 | 1025-2048 | 2049+ | min | mean | p50 | p95 | max |
+|---|---|---|---|---|---|---|---|---|---|---|
+| 1529 | 1725 | 2398 | 2759 | 2060 | 29 | 23 | 581.8 | 449 | 1361 | 3035 |
 
 ## Languages (natural language of the prompts)