Datasets:

eczech
/

cds-bench-pr-2-traces

request_id string	attempt_id string	run_id string	collection string	purpose string	model string	provider string	task_id string	instance_id string	variant string	condition string	prompt string	expected_answer string	reasoning string	reasoning_source string	content string	tool_calls_json string	response_id string	finish_reason string	error_json string	request_json string	response_json string	requested_provider_json string	reasoning_config_json string	request_artifact string	response_artifact string	sse_artifact string	wire_response_artifact string	artifact_mtime_utc string	request_number int64	http_status int64	max_output_tokens int64	seed int64	prompt_tokens int64	completion_tokens int64	reasoning_tokens int64	elapsed_seconds float64	request_timeout_seconds float64	temperature float64	reported_cost_usd float64	tools_enabled bool	tools_condition bool	has_saved_result bool	normalization_notes_json string
scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/request-01.json	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	preflight	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	protocol	protocol/01	easy	easy-tools	Use Python to compute 314159265 * 2718281828. End with Final answer: on its own line and the integer product on the next line.	853973421147336420	I need to compute 314159265 * 2718281828 using Python. I'll write a simple script to do this multiplication and print the result.	response_json	null	[{"id":"call_1_0","type":"function","function":{"name":"python","arguments":"{\"code\": \"print(314159265 * 2718281828)\"}"}}]	chatcmpl-ac369c04de53d3b3	tool_calls	null	{ "model": "open-athena/Marin-Snowball-67B-A2B-v0.1", "max_tokens": 32768, "temperature": 0.7, "seed": 20261029, "stream": true, "stream_options": { "include_usage": true }, "messages": [ { "role": "user", "content": "Calculate 123456789 * 987654321. You may explain your work. End wi...	{ "request_number": 1, "request_max_tokens": 32768, "http_status": 200, "id": "chatcmpl-ac369c04de53d3b3", "model": "open-athena/Marin-Snowball-67B-A2B-v0.1", "finish_reason": "tool_calls", "usage": { "prompt_tokens": 469, "total_tokens": 532, "completion_tokens": 63 }, "server_finish_reas...	null	{"enable_thinking":true,"xml_tools":[{"type":"function","function":{"name":"python","description":"Execute Python 3.12.9 code with the standard library and NumPy 2.5.4. Biopython is not installed. Networking and subprocesses are disabled; only runtime files and this example's working directory are readable. Use print()...	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/request-01.json	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/response-01.json	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/response-01.sse	null	2026-10-31T17:06:02.484086+00:00	1	200	32,768	20,261,029	469	63	null	0.728957	1,800	0.7	null	true	true	true	null
scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/request-02.json	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	preflight	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	protocol	protocol/01	easy	easy-tools	Use Python to compute 314159265 * 2718281828. End with Final answer: on its own line and the integer product on the next line.	853973421147336420	The output shows the product is 853973421147336420. Final answer: 853973421147336420<\|eot_id\|>	response_json	null	null	chatcmpl-a9cde256bf1ebf44	stop	null	{ "model": "open-athena/Marin-Snowball-67B-A2B-v0.1", "max_tokens": 32705, "temperature": 0.7, "seed": 20261029, "stream": true, "stream_options": { "include_usage": true }, "messages": [ { "role": "user", "content": "Calculate 123456789 * 987654321. You may explain your work. End wi...	{ "request_number": 2, "request_max_tokens": 32705, "http_status": 200, "id": "chatcmpl-a9cde256bf1ebf44", "model": "open-athena/Marin-Snowball-67B-A2B-v0.1", "finish_reason": "stop", "usage": { "prompt_tokens": 590, "total_tokens": 615, "completion_tokens": 25 }, "elapsed_seconds": 0.4260...	null	{"enable_thinking":true,"xml_tools":[{"type":"function","function":{"name":"python","description":"Execute Python 3.12.9 code with the standard library and NumPy 2.5.4. Biopython is not installed. Networking and subprocesses are disabled; only runtime files and this example's working directory are readable. Use print()...	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/request-02.json	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/response-02.json	scratch/snowball-v01-oneshot-pilot-20261031-01/preflight/traces/easy-tools/0001-protocol-01/response-02.sse	null	2026-10-31T17:06:03.259907+00:00	2	200	32,705	20,261,029	590	25	null	0.426004	1,800	0.7	null	true	true	true	null
scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/request-01.json	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	cds.translate	cds.translate/01	easy	easy-tools	## Task Translate this CDS using NCBI genetic code 11. ## Inputs DNA inputs are 5′→3′ coding strands. Ignore whitespace between bases. ```json { "cds": "ATGGAACTGGAACCGCTGGAAGAAGGCAGCGGCGAAAGCACCGAAGCAGCCCAATGGCAGGTTGACTGA" } ``` ## Rules - Use the annotated first codon as the initiator. Stop at the first in-fr...	MELEPLEEGSGESTEAAQWQVD	I need to: 1. Calculate 123456789 * 987654321. The output shows this is 121932631112635269. 2. Then translate the CDS using NCBI genetic code 11. Let me first parse the CDS sequence. The CDS is: "ATGGAACTGGAACCGCTGGAAGAAGGCAGCGGCGAAAGCACCGAAGCAGCCCAATGGCAGGTTGACTGA" Wait, the task says: "Calculate 123456789 * 987654...	response_json	null	[{"id":"call_1_0","type":"function","function":{"name":"python","arguments":"{\"code\": \"cds = \\\"ATGGAACTGGAACCGCTGGAAGAAGGCAGCGGCGAAAGCACCGAAGCAGCCCAATGGCAGGTTGACTGA\\\"\\n\\n# Split into codons\\ncodons = [cds[i:i+3] for i in range(0, len(cds), 3)]\\nprint(\\\"Codons:\\\", codons)\\nprint(\\\"Number of codons:\\\"...	chatcmpl-ace4116aff4aaff4	tool_calls	null	{ "model": "open-athena/Marin-Snowball-67B-A2B-v0.1", "max_tokens": 32768, "temperature": 0.7, "seed": 20261029, "stream": true, "stream_options": { "include_usage": true }, "messages": [ { "role": "user", "content": "Calculate 123456789 * 987654321. You may explain your work. End wi...	{ "request_number": 1, "request_max_tokens": 32768, "http_status": 200, "id": "chatcmpl-ace4116aff4aaff4", "model": "open-athena/Marin-Snowball-67B-A2B-v0.1", "finish_reason": "tool_calls", "usage": { "prompt_tokens": 958, "total_tokens": 4426, "completion_tokens": 3468 }, "server_finish_r...	null	{"enable_thinking":true,"xml_tools":[{"type":"function","function":{"name":"python","description":"Execute Python 3.12.9 code with the standard library and NumPy 2.5.4. Biopython is not installed. Networking and subprocesses are disabled; only runtime files and this example's working directory are readable. Use print()...	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/request-01.json	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/response-01.json	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/response-01.sse	null	2026-10-31T17:06:03.730860+00:00	1	200	32,768	20,261,029	958	3,468	null	33.82942	1,800	0.7	null	true	true	true	null
"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/request-02.j(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	cds.translate	cds.translate/01	easy	easy-tools	"## Task\n\nTranslate this CDS using NCBI genetic code 11.\n\n## Inputs\n\nDNA inputs are 5′→3(...TRUNCATED)	MELEPLEEGSGESTEAAQWQVD	"The codons list shows:\n\n['ATG', 'GAA', 'CTG', 'GAA', 'CCG', 'CTG', 'GAA', 'GAA', 'GGC', 'AGC', 'G(...TRUNCATED)	response_json	"```python\ncds = \"ATGGAACTGGAACCGCTGGAAGAAGGCAGCGGCGAAAGCACCGAAGCAGCCCAATGGCAGGTTGACTGA\"\n\n# Spl(...TRUNCATED)	null	chatcmpl-99449bf6b5ec5c73	stop	null	"{\n \"model\": \"open-athena/Marin-Snowball-67B-A2B-v0.1\",\n \"max_tokens\": 29300,\n \"tempera(...TRUNCATED)	"{\n \"request_number\": 2,\n \"request_max_tokens\": 29300,\n \"http_status\": 200,\n \"id\": \(...TRUNCATED)	null	"{\"enable_thinking\":true,\"xml_tools\":[{\"type\":\"function\",\"function\":{\"name\":\"python\",\(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/request-02.j(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/response-02.(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0001-cds.translate-01/response-02.(...TRUNCATED)	null	2026-10-31T17:06:37.607410+00:00	2	200	29,300	20,261,029	4,928	12,976	null	119.207423	1,800	0.7	null	true	true	true	null
"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0002-variant.frame_status-01/reque(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0002-variant.frame_status-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	variant.frame_status	variant.frame_status/01	easy	easy-tools	"## Task\n\nTrack the change in reading-frame phase after each insertion or deletion, and report the(...TRUNCATED)	{"edits":[{"edit_index":1,"phase":0},{"edit_index":2,"phase":2}],"final_phase":2}	"I need to understand the task.\n\nWe have a CDS sequence: \"GTGGAAGCGACAGACCAGGGCTGTGGCCCTGAACACCTT(...TRUNCATED)	response_json	"{\n \"edits\": [\n {\n \"edit_index\": 1,\n \"phase\": 0\n },\n {\n \"edit(...TRUNCATED)	null	chatcmpl-a43a38b057272cf3	stop	null	"{\n \"model\": \"open-athena/Marin-Snowball-67B-A2B-v0.1\",\n \"max_tokens\": 32768,\n \"tempera(...TRUNCATED)	"{\n \"request_number\": 1,\n \"request_max_tokens\": 32768,\n \"http_status\": 200,\n \"id\": \(...TRUNCATED)	null	"{\"enable_thinking\":true,\"xml_tools\":[{\"type\":\"function\",\"function\":{\"name\":\"python\",\(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0002-variant.frame_status-01/reque(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0002-variant.frame_status-01/respo(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0002-variant.frame_status-01/respo(...TRUNCATED)	null	2026-10-31T17:06:03.727961+00:00	1	200	32,768	20,261,029	946	3,692	null	36.329045	1,800	0.7	null	true	true	true	null
scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/request-01.json	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	stats.cai	stats.cai/01	easy	easy-tools	"## Task\n\nCalculate CAI using the supplied codon weights.\n\n## Inputs\n\nDNA inputs are 5′→3(...TRUNCATED)	0.66195	"I need to:\n1. Parse the CDS DNA sequence: \"ATGTACGGTAACAACGGAAAACGTATGCCTGACCGCCCGGAGATGGATGATTTG(...TRUNCATED)	response_json	null	"[{\"id\":\"call_1_0\",\"type\":\"function\",\"function\":{\"name\":\"python\",\"arguments\":\"{\\\"(...TRUNCATED)	chatcmpl-b5e3bdc7d69a2996	tool_calls	null	"{\n \"model\": \"open-athena/Marin-Snowball-67B-A2B-v0.1\",\n \"max_tokens\": 32768,\n \"tempera(...TRUNCATED)	"{\n \"request_number\": 1,\n \"request_max_tokens\": 32768,\n \"http_status\": 200,\n \"id\": \(...TRUNCATED)	null	"{\"enable_thinking\":true,\"xml_tools\":[{\"type\":\"function\",\"function\":{\"name\":\"python\",\(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/request-01.json	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/response-01.json(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/response-01.sse	null	2026-10-31T17:06:03.746417+00:00	1	200	32,768	20,261,029	1,102	1,243	null	12.419684	1,800	0.7	null	true	true	true	null
scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/request-02.json	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	stats.cai	stats.cai/01	easy	easy-tools	"## Task\n\nCalculate CAI using the supplied codon weights.\n\n## Inputs\n\nDNA inputs are 5′→3(...TRUNCATED)	0.66195	"The computation shows CAI ≈ 0.6619501839293747. Rounded to 6 decimal places: 0.661950.\n\nLet me (...TRUNCATED)	response_json	"The CAI is calculated as the geometric mean of the codon weights for the coding sequence, excluding(...TRUNCATED)	null	chatcmpl-a573a9126f203cfa	stop	null	"{\n \"model\": \"open-athena/Marin-Snowball-67B-A2B-v0.1\",\n \"max_tokens\": 31525,\n \"tempera(...TRUNCATED)	"{\n \"request_number\": 2,\n \"request_max_tokens\": 31525,\n \"http_status\": 200,\n \"id\": \(...TRUNCATED)	null	"{\"enable_thinking\":true,\"xml_tools\":[{\"type\":\"function\",\"function\":{\"name\":\"python\",\(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/request-02.json	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/response-02.json(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0003-stats.cai-01/response-02.sse	null	2026-10-31T17:06:16.210066+00:00	2	200	31,525	20,261,029	3,008	1,616	null	15.870178	1,800	0.7	null	true	true	true	null
"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0004-protein.trypsin_digest-01/req(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0004-protein.trypsin_digest-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	protein.trypsin_digest	protein.trypsin_digest/01	easy	easy-tools	"## Task\n\nList the fragments produced by a complete trypsin digest of the encoded protein.\n\n## I(...TRUNCATED)	"[{\"end\":15,\"peptide\":\"MIGSFPSGEVQGQGR\",\"start\":1},{\"end\":16,\"peptide\":\"G\",\"start\":1(...TRUNCATED)	"We need to parse the CDS: \"ATGATTGGTTCATTTCCATCTGGTGAAGTTCAAGGACAAGGCCGGGGTTAA\"\n\nThis is a DNA (...TRUNCATED)	response_json	"The protein sequence derived from the CDS is:\n\n- ATG → M\n- ATT → I\n- GGT → G\n- TCA → S(...TRUNCATED)	null	chatcmpl-a15c0ec272c22ec6	stop	null	"{\n \"model\": \"open-athena/Marin-Snowball-67B-A2B-v0.1\",\n \"max_tokens\": 32768,\n \"tempera(...TRUNCATED)	"{\n \"request_number\": 1,\n \"request_max_tokens\": 32768,\n \"http_status\": 200,\n \"id\": \(...TRUNCATED)	null	"{\"enable_thinking\":true,\"xml_tools\":[{\"type\":\"function\",\"function\":{\"name\":\"python\",\(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0004-protein.trypsin_digest-01/req(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0004-protein.trypsin_digest-01/res(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0004-protein.trypsin_digest-01/res(...TRUNCATED)	null	2026-10-31T17:06:03.725108+00:00	1	200	32,768	20,261,029	1,142	6,206	null	60.448617	1,800	0.7	null	true	true	true	null
"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0005-rna.max_pair_fold-01/request-(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0005-rna.max_pair_fold-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	rna.max_pair_fold	rna.max_pair_fold/01	easy	easy-tools	"## Task\n\nFind a noncrossing RNA structure with the largest possible number of canonical Watson–(...TRUNCATED)	(((..(((((((..(.(((....)))))))))).)).)....)..	"We have a coding DNA sequence: \"ATGAAGCGCGATGGCCTGCCAACGCAGATCGCGGCCGACGAGTGA\". That's the coding(...TRUNCATED)	response_json	null	null	chatcmpl-85846c2239ebe6c9	length	null	"{\n \"model\": \"open-athena/Marin-Snowball-67B-A2B-v0.1\",\n \"max_tokens\": 32768,\n \"tempera(...TRUNCATED)	"{\n \"request_number\": 1,\n \"request_max_tokens\": 32768,\n \"http_status\": 200,\n \"id\": \(...TRUNCATED)	null	"{\"enable_thinking\":true,\"xml_tools\":[{\"type\":\"function\",\"function\":{\"name\":\"python\",\(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0005-rna.max_pair_fold-01/request-(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0005-rna.max_pair_fold-01/response(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0005-rna.max_pair_fold-01/response(...TRUNCATED)	null	2026-10-31T17:06:03.716959+00:00	1	200	32,768	20,261,029	856	32,768	null	279.072943	1,800	0.7	null	true	true	true	null
"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0006-design.expose_rna_window-01/r(...TRUNCATED)	scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0006-design.expose_rna_window-01	scratch/snowball-v01-oneshot-pilot-20261031-01	snowball-v01-oneshot-pilot-20261031-01	one_shot_tool_followup	open-athena/Marin-Snowball-67B-A2B-v0.1	Marin/vLLM	design.expose_rna_window	design.expose_rna_window/01	easy	easy-tools	"## Task\n\nUse permitted synonymous DNA substitutions to break the listed RNA stem pairs involving (...TRUNCATED)	TTGAAAGCCACCGGCTTTCTTTGA	"Let's parse the problem.\n\nWe have a DNA sequence (coding strand) of length? Let's see.\n\n`cds: \(...TRUNCATED)	response_json	"Explanation:\n- The candidate pair [6,15] must be broken because position 6 lies inside the targe(...TRUNCATED)	null	chatcmpl-9dd39b2e05b6b8ee	stop	null	"{\n \"model\": \"open-athena/Marin-Snowball-67B-A2B-v0.1\",\n \"max_tokens\": 32768,\n \"tempera(...TRUNCATED)	"{\n \"request_number\": 1,\n \"request_max_tokens\": 32768,\n \"http_status\": 200,\n \"id\": \(...TRUNCATED)	null	"{\"enable_thinking\":true,\"xml_tools\":[{\"type\":\"function\",\"function\":{\"name\":\"python\",\(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0006-design.expose_rna_window-01/r(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0006-design.expose_rna_window-01/r(...TRUNCATED)	"scratch/snowball-v01-oneshot-pilot-20261031-01/traces/easy-tools/0006-design.expose_rna_window-01/r(...TRUNCATED)	null	2026-10-31T17:06:03.737406+00:00	1	200	32,768	20,261,029	1,241	4,638	null	45.317533	1,800	0.7	null	true	true	true	null

End of preview.

CDS-bench evaluation traces (PR #2)

Saved API traces associated with Open-Athena/cds-bench PR #2. Snapshot: 2026-10-31T17:19:13.229524+00:00. Source commit: cc73060505d9a2cd60737d693b1d45ba9585e0a3. See the benchmark and PR for task definitions and comparable evaluation results.

This archive includes all discovered saved full-run, pilot, smoke, retry, preflight, interrupted and provider/tool-diagnostic traces in the listed source collections. These purposes are labeled separately; the entire archive is not one comparable benchmark run. Historical duplicate hard variants, failed requests and interrupted attempts are retained. No new inference or rescoring was performed. included_in_main_comparison identifies the 13,040 attempts in the final four-model comparison; other attempts remain available for analysis.

Configuration	Rows	Meaning
`requests` (default)	27,942	One saved API request/response round, including returned reasoning, full JSON payloads, provider, token usage, request latency when recorded, and artifact references.
`attempts`	15,342	One local attempt directory, with prompt, reference answer, original score/final, raw assistant text, run purpose and completion state.
`tools`	12,636	Python calls, code, stdout/stderr and execution results.
`runs`	56	Saved configurations, summary/status and billing metadata.
`artifacts`	196,768	Every archived source text file, with its compressed bundle, member path, original/export SHA-256 hashes, sizes and timestamps.

Each configuration has one all split. Original easy/hard and tools/no-tools conditions are fields, not training splits. JSON-valued columns are strings, parsed with json.loads. IDs are stable source-relative paths. request_id joins to artifacts.artifact_id; attempt_id joins requests and tools to attempts. run_id joins configurations. Nullable fields mean information was not recorded or returned; missing reasoning, time, usage and charges are not imputed. Artifact modification times are provenance timestamps, not measured request start times. Explicit retry-directory labels are retained without inferring hidden provider retries.

normalization_notes_json records unusual source types encountered in scalar columns; the unchanged source structure remains in JSON artifacts. Native Snowball cost and reasoning-only token counts are null because its API does not expose them separately, despite zero placeholders in some original client bookkeeping.

reasoning is the text returned by the provider, not a claim to expose unreturned internal reasoning. Its source is recorded; opaque reasoning details and native tags remain in JSON/SSE artifacts. Some early or incomplete streams are reconstructed for the queryable text column, while source streams are preserved. Original scoring categories are copied where available, with their source stated; malformed output is not repaired. Diagnostic/preflight scores should not be interpreted as benchmark results.

archives/*.tar.gz contain sanitized source JSON, SSE streams, prompts, answers, tool records, logs, scripts and operational metadata. The artifact index locates every member. Credentials, private capability endpoints, private model-storage locations and local home/repository paths are redacted or normalized. Public checkpoint identity is preserved; source/export hashes document any changed bytes. Private access files and sandbox sentinel files are excluded. manifest.json records inventory, coverage, redaction counts and bundle checksums. exporter.py contains the export procedure; source traces remain unmodified.

from datasets import load_dataset
requests = load_dataset("eczech/cds-bench-pr-2-traces", "requests", split="all")
attempts = load_dataset("eczech/cds-bench-pr-2-traces", "attempts", split="all")

Both Snowball checkpoints have 67B total and 2B active parameters per token:

Release candidate: Grug-67B-A2B-Datakit-SFT-262K-2026.09.21.
Release v0.1: Marin-Snowball-67B-A2B-v0.1.

The latest snapshot adds a separately labeled one_shot_tool_followup: 58 fresh Snowball v0.1 pilot attempts with a generic arithmetic tool-use demonstration, plus one unscored preflight. These attempts are excluded from the original full comparison and original pilot ranking. The demonstration, exact API requests and source script are preserved in that collection.

Downloads last month: 179