Datasets:

oro-ai
/

sn15-shoppingbench-traces-18k

Error code:   DatasetGenerationError
Exception:    ValueError
Message:      Expected object or value
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 248, in _generate_tables
                  examples = [ujson_loads(line) for line in batch.splitlines()]
                              ^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/utils/json.py", line 20, in ujson_loads
                  return pd.io.json.ujson_loads(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
              ValueError: Expected object or value
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1348, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 890, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 951, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

messages list	task_name string	tools list	trac_export_version string
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted
[ { "role": "system", "content": "You are Teacher, a shopping assistant in a synthetic data gate. Complete the user task using only the available tools and observed tool results. Do not answer with prose instead of tools. Search the catalog with find_product. When the request says verify, inspect, check, comp...	trac_shoppingbench_sft	[ { "description": "Search the ShoppingBench product catalog.", "name": "find_product", "parameters": { "additionalProperties": true, "properties": { "page": { "type": "integer" }, "price": { "type": "string" }, "q": { "type...	trac-nemo-sft-openai-v0.1-oro-converted

End of preview.

ShoppingBench SN15 Race Traces (18K, winners, unanimous-50)

Paper: arXiv:2606.10064
Code: https://github.com/ORO-AI/shoppingbench-trajectory-primitive

Multi-turn agentic shopping trajectories harvested from ORO Subnet 15 (SN15), the Bittensor deployment of the ShoppingBench agentic-commerce benchmark. These are the unfiltered 18K traces referenced in the paper Bittensor Agent Arenas as a Trajectory Primitive: Distilling a Shopping Agent from ShoppingBench Subnet Traces.

This corpus is the SFT input before the structural-quality / leak-cluster filter. For the filtered, leak-cluster-guarded training corpus with a held-out eval split, see the companion dataset oro-ai/sn15-shoppingbench-sft-15k.

File	Rows	Description
`nemo_sft_unanim_50.jsonl`	18,043	Winners-only trajectories, unanimous-50 filter, NeMo SFT OpenAI format
`stats.json`	-	Corpus filter statistics

Format

Each row is NeMo SFT OpenAI shape:

{"messages": [...], "tools": [...4 tool schemas...], "task_name": "trac_shoppingbench_sft", "trac_export_version": "trac-nemo-sft-openai-v0.1-oro-converted"}

<think> reasoning content is stripped (keep_think=False) to avoid narration-collapse during SFT.

Provenance

Built from a 146K-trajectory race-phase extract of SN15 (92% race-bank coverage). The unanimous-50 filter keeps winning trajectories that the LLM reasoning judge scored consistently. See the paper for the arena mechanics (race system, reasoning judge, rotating leak-cluster-guarded problem suite).