Question 2 of 2
Question“What files are available in the wikitext dataset under hf://datasets/wikitext?”written by the model
Right toolhf_fs
ScoreRight tool first: 6 of 6. Wrong turns: 0. Never right: 0.
StateOK
ActionsTest a fixAll questions
Runs · 6
| Run | Path | Calls | Seconds | Result |
|---|---|---|---|---|
| 1 | hf_fs › hub_repo_search › hf_fs | 3 | 10.6 | OK Right first |
| 2 | hf_fs › hub_repo_search › hub_repo_details | 3 | 10.1 | OK Right first |
| 3 | hf_fs ×2 › hub_repo_details ×2 | 4 | 12.3 | OK Right first |
| 4 | hf_fs ×2 › hub_repo_search › hub_repo_details | 4 | 11.2 | OK Right first |
| 5 | hf_fs › hub_repo_details › hf_fs | 3 | 11.3 | OK Right first |
| 6 | hf_fs › hub_repo_search › hf_fs | 3 | 10.1 | OK Right first |
right tool firstwrong turn, then rightnever rightfailed· one cell per run, left to right
Calls, run by run
Run 1 · Right first · 10.6 s
| Step | Tool | Seconds | Result | Arguments |
|---|---|---|---|---|
| 1 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext","--recursive"]}]} |
| 2 | hub_repo_search | 0.2 | ok · 1,200 characters back | {"query":"wikitext","repo_types":["dataset"],"limit":10} |
| 3 | hf_fs | 0.2 | ok · 1,200 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/Salesforce/wikitext","--recursive"]}]} |
Answer
Perfect! Here are the files available in the Salesforce/wikitext dataset: Dataset Structure The dataset is organized into 4 main configurations with training,…
Run 2 · Right first · 10.1 s
| Step | Tool | Seconds | Result | Arguments |
|---|---|---|---|---|
| 1 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext","--recursive"]}]} |
| 2 | hub_repo_search | 0.2 | ok · 1,200 characters back | {"query":"wikitext","repo_types":["dataset"],"limit":5} |
| 3 | hub_repo_details | 0.5 | ok · 1,200 characters back | {"repo_ids":["Salesforce/wikitext"],"operations":["overview","dataset_structure"]} |
Answer
Based on the search results, the path … doesn't exist as a direct URI. However, the main wikitext dataset on Hugging Face is Salesforce/wikitext. Here's what's…
Run 3 · Right first · 12.3 s
| Step | Tool | Seconds | Result | Arguments |
|---|---|---|---|---|
| 1 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext","--recursive"]}]} |
| 2 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext"]}]} |
| 3 | hub_repo_details | 0.3 | ok · 1,200 characters back | {"repo_ids":["wikitext"],"repo_type":"dataset","operations":["overview","dataset_structure"]} |
| 4 | hub_repo_details | 0.5 | ok · 1,200 characters back | {"repo_ids":["Salesforce/wikitext"],"repo_type":"dataset","operations":["overview","dataset_structure"]} |
Answer
Perfect! I found the information. The WikiText dataset (Salesforce/wikitext) is organized into parquet files stored on the Hugging Face Hub. Here's what's…
Run 4 · Right first · 11.2 s
| Step | Tool | Seconds | Result | Arguments |
|---|---|---|---|---|
| 1 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext","--recursive"]}]} |
| 2 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext"]}]} |
| 3 | hub_repo_search | 0.2 | ok · 1,200 characters back | {"query":"wikitext","repo_types":["dataset"],"limit":5} |
| 4 | hub_repo_details | 0.5 | ok · 1,200 characters back | {"repo_ids":["Salesforce/wikitext"],"operations":["overview","dataset_structure"]} |
Answer
Based on my search, the most common reference to "wikitext" dataset is actually Salesforce/wikitext, not just "wikitext" at the root level. The…
Run 5 · Right first · 11.3 s
| Step | Tool | Seconds | Result | Arguments |
|---|---|---|---|---|
| 1 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext","--recursive"]}]} |
| 2 | hub_repo_details | 0.3 | ok · 1,200 characters back | {"repo_ids":["wikitext"],"repo_type":"dataset","operations":["overview","dataset_structure"]} |
| 3 | hf_fs | 0.2 | ok · 1,200 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/Salesforce/wikitext","--recursive"]}]} |
Answer
Perfect! Here are the files available in the wikitext dataset: File Structure The wikitext dataset (Salesforce/wikitext) contains the following files: Root…
Run 6 · Right first · 10.1 s
| Step | Tool | Seconds | Result | Arguments |
|---|---|---|---|---|
| 1 | hf_fs | 0.2 | ok · 121 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/wikitext"]}]} |
| 2 | hub_repo_search | 0.2 | ok · 1,200 characters back | {"query":"wikitext","repo_types":["dataset"],"limit":10} |
| 3 | hf_fs | 0.2 | ok · 1,200 characters back | {"operations":[{"cmd":"ls","args":["hf://datasets/Salesforce/wikitext","--recursive"]}]} |
Answer
Perfect! Here are the files available in the Salesforce/wikitext dataset on Hugging Face: Directory Structure The dataset contains 4 main configurations: 1.…
Descriptions the agent read
Attracted firstnone
Should be firsthf_fs · “When to use: Hugging Face Hub models, datasets, Spaces, collections, papers, daily papers, today's trending models, current paper leaderboard, docs, and repository files.
Examples:
{"operations":[{"cmd":"ls","args":["hf://models/trending","--limit","10"]}]}
{"operations":[{"cmd":"ls","args":["hf://papers/trending"]}]}
{"operations":[{"cmd":"ls","args":["hf://papers/daily/latest"]}]}
{"operations":[{"cmd":"cat","args":["hf://papers/2501.00001/paper.md"]}]}
Use hf_fs for Hugging Face Hub filesystem operations. Call it with operations, an array of {cmd, args} items; multiple operations may be submitted together.
Usage:
{"operations":[{"cmd":"ls","args":["hf://models/org/repo"]}]}
Grammar; each string below is one args array item:
ls URI [--recursive] [--glob GLOB] [--type TYPE] [--sort SORT] [--limit N]
cat URI [--offset N] [--max-bytes N]
attach URI [--max-bytes N]
stat URI
find URI [--name GLOB] [--path GLOB] [--type TYPE] [--limit N]
search URI [QUERY] [--type TYPE] [--sort SORT] [--tag TAG] [--kind mcp] [--limit N]
COMMAND = ls|cat|attach|stat|find|search.
TYPE = file|dir|repo|bucket|collection|paper|link.
SORT = createdAt|downloads|likes|lastModified|likes30d|trendingScore|mainSize|id|trending|upvotes.
URI is a canonical hf:// URI. QUERY and GLOB are each one string.
Use search for resource discovery, not repository-content search; ls for a known directory, find for recursive file discovery by name/path (not file contents), stat for filesystem metadata or an uncertain target type, cat for text contents, and attach for a complete JPEG, PNG, or WebP image. When the request gives an exact text-file URI, use cat directly; do not add ls or stat first. stat does not read the contents of JSON, Markdown, or other text files.
Search scopes: hf://models[/OWNER], hf://datasets[/OWNER], hf://spaces[/OWNER], hf://collections[/OWNER], hf://papers, and hf://docs[/...]. Repository and repository-file scopes are not supported: search a resource root or owner scope to discover resources; use find for file discovery within a repository or cat for a known text file. Paper and documentation search require QUERY. --tag (repeatable) and --kind are supported only on exactly hf://spaces, not owner scopes or other roots. The only valid --kind value is mcp, which selects MCP Spaces.
Use ls hf://models/trending, hf://datasets/trending, hf://spaces/trending, or hf://papers/trending for trending listings.
hf://papers/ID is a paper directory, not paper text. Use cat hf://papers/ID/paper.md for paper text and cat hf://papers/ID/metadata.json for metadata. No preliminary listing is needed for these known paths. Use ls hf://papers/ID to discover other resources.
Omit --limit, --sort, and --type unless the request requires them. Limits and path-specific behavior are documented at hf://README.md. Issue one hf_fs call.” · first call in 6 of 6 runs