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messages string | instance_id string | rollout_patch string | func_name string | func_path string | source string | problem_statement string | target_patch string | docker_image string |
|---|---|---|---|---|---|---|---|---|
[{"role": "system", "content": "You are a helpful assistant that can interact with a computer to solve tasks.", "agent": "main", "message_type": "system_prompt"}, {"role": "user", "content": [{"type": "text", "text": "<uploaded_files>\n/testbed\n</uploaded_files>\nI've uploaded a python code repository in the directory... | conan_10260 | diff --git a/conan/tools/apple/apple.py b/conan/tools/apple/apple.py
index b6d5462..52a0218 100644
--- a/conan/tools/apple/apple.py
+++ b/conan/tools/apple/apple.py
@@ -193,10 +193,7 @@ class XCRun:
@property
def libtool(self):
"""path to libtool"""
- result = None
- for _ in range(1000... | XCRun.libtool | conan/tools/apple/apple.py | Sera-4.6-Lite-T1 | There appears to be an issue with code ownership and responsibility distribution related to XCRun.libtool in conan/tools/apple/apple.py.
When I call XCRun.libtool(), functions are doing too much or too little, responsibilities are not clearly assigned, or the code violates single responsibility principles. This may cau... | jyangballin/swesmith.x86_64.conan-io_1776_conan.86f29e13 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | Red-DiscordBot_10110 | "diff --git a/redbot/core/utils/__init__.py b/redbot/core/utils/__init__.py\nindex af1372f..adb3d8a (...TRUNCATED) | AsyncIter.__await__ | redbot/core/utils/__init__.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code context and environment awareness related to AsyncIter.__awa(...TRUNCATED) | jyangballin/swesmith.x86_64.cog-creators_1776_red-discordbot.33e0eac7 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | environs_10045 | "diff --git a/src/environs/__init__.py b/src/environs/__init__.py\nindex fa8e5d8..6cfd30f 100644\n--(...TRUNCATED) | Env.add_parser_from_field | src/environs/__init__.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code input/output handling and data flow related to Env.add_parse(...TRUNCATED) | jyangballin/swesmith.x86_64.sloria_1776_environs.73c372df | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | graphene_10017 | "diff --git a/graphene/relay/mutation.py b/graphene/relay/mutation.py\nindex 2f4a4b7..ee00194 100644(...TRUNCATED) | test_edge_query | graphene/relay/tests/test_mutation_async.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code null safety and optional value handling related to test_edge(...TRUNCATED) | jyangballin/swesmith.x86_64.graphql-python_1776_graphene.82903263 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | yamllint_10105 | "diff --git a/yamllint/cli.py b/yamllint/cli.py\nindex 7e216fe..7393af5 100644\n--- a/yamllint/cli.p(...TRUNCATED) | show_problems | yamllint/cli.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code flexibility and parameterization related to show_problems in(...TRUNCATED) | jyangballin/swesmith.x86_64.adrienverge_1776_yamllint.8513d9b9 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | pandas_10464 | "diff --git a/pandas/core/arrays/_mixins.py b/pandas/core/arrays/_mixins.py\nindex 6ebd237a97..4e6f2(...TRUNCATED) | NDArrayBackedExtensionArray._where | pandas/core/arrays/_mixins.py | Sera-4.6-Lite-T1 | "There appears to be an issue with resource cleanup and lifecycle management related to NDArrayBacke(...TRUNCATED) | jyangballin/swesmith.x86_64.pandas-dev_1776_pandas.95280573 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | python-readability_10194 | "diff --git a/readability/htmls.py b/readability/htmls.py\nindex a58ae9f..32f0cfc 100644\n--- a/read(...TRUNCATED) | get_title | readability/htmls.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code reliability and deterministic behavior related to get_title (...TRUNCATED) | jyangballin/swesmith.x86_64.buriy_1776_python-readability.40256f40 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | tldextract_10309 | "diff --git a/tldextract/tldextract.py b/tldextract/tldextract.py\nindex ea8a008..08cd376 100644\n--(...TRUNCATED) | TLDExtract.__call__ | tldextract/tldextract.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code modularity and reusability related to TLDExtract.__call__ in(...TRUNCATED) | jyangballin/swesmith.x86_64.john-kurkowski_1776_tldextract.3d1bf184 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | Red-DiscordBot_10102 | "diff --git a/redbot/core/utils/__init__.py b/redbot/core/utils/__init__.py\nindex 3909dbc..a91ef7a (...TRUNCATED) | AsyncIter.__await__ | redbot/core/utils/__init__.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code null safety and optional value handling related to AsyncIter(...TRUNCATED) | jyangballin/swesmith.x86_64.cog-creators_1776_red-discordbot.33e0eac7 | |
"[{\"role\": \"system\", \"content\": \"You are a helpful assistant that can interact with a compute(...TRUNCATED) | pyquery_10371 | "diff --git a/pyquery/pyquery.py b/pyquery/pyquery.py\nindex 711c7f1..4c64c8a 100644\n--- a/pyquery/(...TRUNCATED) | PyQuery.contents | pyquery/pyquery.py | Sera-4.6-Lite-T1 | "There appears to be an issue with code backwards compatibility and version migration related to PyQ(...TRUNCATED) | jyangballin/swesmith.x86_64.gawel_1776_pyquery.811cd048 |
End of preview.
This dataset contains 47498 high-quality samples from Sera-4.6-Lite-T1 and Sera-4.6-Lite-T2. Training leads to a open-source SoTA 50.67% +/- 1.86% performance on SWE-Bench Verified at 32K context length, outperforming Devstral-Small-2 and GLM-4.5-Air.
Method:
We keep only model-submitted train samples and then filter by truncation ratio at 32K tokens until a threshold ratio of 0.88.
Schema:
messages: Generated trajectory
instance_id: ID of trajectory
rollout_patch: Created patch to the codebase from the current trajectory
func_name: Name of function sampled from codebase to start the pipeline
func_path: File path to the sampled function
source: Sera-4.6-Lite-T1 | Sera-4.6-Lite-T2
problem_statement: Problem statement provided to the model
target_patch: Ground truth patch (empty if T1)
docker_image: Docker image used
Verification:
Verification can be done on T2 trajectories by comparing generated rollout patches against the target ground truth patch from T1 trajectories.
We do not verify in our main experiments but provide the metadata to do so in target_patch and rollout_patch.
Note: Apply json.loads() to the messages column to load.
Sera-4.6-Lite-47000 is licensed under the Open Data Commons Attribution License v1.0 (ODC-By). It is intended for research and educational use. For more information, please see our Responsible Use Guidelines.
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