Create README.md

README.md

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+---
+license: apache-2.0
+task_categories:
+- text-generation
+language:
+- en
+tags:
+- agent
+- coding
+- terminal
+- shell
+pretty_name: WebTerminal
+---
+# Terminal/CLI Web Text
+
+<img src="https://huggingface.co/datasets/AdaMLLab/WebTerminal/blob/main/webterminal.png" width="600">
+
+A filtered extract of terminal and command-line content from two large web-text corpora.
+
+## Sources
+
+- **DCLM** (`Zyphra/dclm-dedup`)
+- **FineWeb** (`Salesforce/fineweb_deduplicated`)
+
+## How it was built
+
+1. **Fast filter**: skip any document that doesn't contain obvious CLI indicators (`$`, `sudo`, `pip install`, `` ```bash ``, `root@`, etc.)
+2. **Score**: remaining docs are scored (0-34) across five signals, each with a per-match point value and a cap:
+
+| Signal | What it detects | Points | Max |
+|---|---|---|---|
+| Prompt patterns | Shell prompts like `$ cmd`, `user@host:~$`, `>>>`, `root@`, `PS C:\` | 2 per match | 10 |
+| CLI commands | Known commands: `sudo`, `apt-get`, `pip install`, `git clone`, `docker run`, `curl`, `ssh`, `gcc`, etc. (30+ patterns) | 1 per unique match | 8 |
+| stdout patterns | Output indicators: "successfully installed", "cloning into", `drwx` (ls output), "packets transmitted", "traceback", version strings | 2 per match | 6 |
+| Code blocks | Terminal-flavored code blocks: `` ```bash ``, `` ```shell ``, `<pre><code>`, terminal/console div classes | 2 per match | 6 |
+| Indented blocks | 3+ consecutive lines indented 4+ spaces (code/output blocks) | 1 per match | 4 |
+
+Documents scoring ≥5 are kept.
+
+3. **Dedup**: exact dedup across both datasets using xxhash64 on full text.
+
+## Stats
+
+| | Chunks | Size | Rows |
+|---|---|---|---|
+| DCLM | 13,144 | ~229 GB | ~18.8M |
+| FineWeb | 8,800 | ~669 GB | ~47.5M |
+
+Combined ~66M rows before dedup.
+
+## Schema
+
+```
+text: string
+term_score: int32
+```
+
+## Use case
+
+Pre-training or fine-tuning on terminal/CLI-flavored web text, useful for models that need to understand shell commands, error output, package management, and general command-line workflows.