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AlienKevin
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SWE-ZERO-eval-traces

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Text Generation

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swe-bench

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agents

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base_run1

The dataset viewer is not available for this split.

Cannot extract the features (columns) for the split 'base_run1' of the config 'default' of the dataset.

Error code:   FeaturesError
Exception:    ValueError
Message:      Bad split: base_run1. Available splits: ['train']
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 234, in compute_first_rows_from_streaming_response
                  iterable_dataset = load_dataset(
                                     ^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1705, in load_dataset
                  return builder_instance.as_streaming_dataset(split=split)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1196, in as_streaming_dataset
                  raise ValueError(f"Bad split: {split}. Available splits: {list(splits_generators)}")
              ValueError: Bad split: base_run1. Available splits: ['train']

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.

SWE-ZERO Eval Traces

Agent trajectories from evaluating Marin-8B SWE-ZERO SFT models on SWE-bench Verified (100 tasks).

Models

Model	HuggingFace	Training Data
Baseline	marin-community/marin-8b-base	None (untrained)
10K SFT	AlienKevin/marin-8b-swe-zero-10k	10K SWE-ZERO trajectories
50K SFT	AlienKevin/marin-8b-swe-zero-50k	50K SWE-ZERO trajectories
100K SFT	AlienKevin/marin-8b-swe-zero-100k	100K SWE-ZERO trajectories

Results (3 runs per model, temperature=1.0)

Model	Run 1	Run 2	Run 3	Mean ± Std
Baseline	0%	pending	pending	0.0%
10K SFT	3%	4%	3%	3.3% ± 0.6%
50K SFT	6%	4%	2%	4.0% ± 2.0%
100K SFT	4%	7%	5%	5.3% ± 1.5%

Splits

Each split is named (e.g., , ).

Each row contains:

: Model name
: SWE-bench task ID
: Unique trial identifier
: "0" (not resolved), "1" (resolved), or "N/A" (error/timeout)
: Full agent trajectory (system + user + assistant messages)
File: dir, Node: Top, This is the top of the INFO tree.

This is the Info main menu (aka directory node). A few useful Info commands:

'q' quits; 'H' lists all Info commands; 'h' starts the Info tutorial; 'mTexinfo RET' visits the Texinfo manual, etc.

Menu:

Basics

Common options: (coreutils)Common options.
Coreutils: (coreutils). Core GNU (file, text, shell) utilities.
Date input formats: (coreutils)Date input formats.
Ed: (ed). The GNU line editor
File permissions: (coreutils)File permissions. Access modes.
Finding files: (find). Operating on files matching certain criteria.
Time: (time). time

Compression

Gzip: (gzip). General (de)compression of files (lzw).

Editors

nano: (nano). Small and friendly text editor.

General Commands

Screen: (screen). Full-screen window manager.

GNU organization

Maintaining Findutils: (find-maint). Maintaining GNU findutils

GNU Utilities

dirmngr-client: (gnupg). X.509 CRL and OCSP client.
dirmngr: (gnupg). X.509 CRL and OCSP server.
gpg-agent: (gnupg). The secret key daemon.
gpg2: (gnupg). OpenPGP encryption and signing tool.
gpgsm: (gnupg). S/MIME encryption and signing tool.

Individual utilities

arch: (coreutils)arch invocation. Print machine hardware name.
b2sum: (coreutils)b2sum invocation. Print or check BLAKE2 digests.
base32: (coreutils)base32 invocation. Base32 encode/decode data.
base64: (coreutils)base64 invocation. Base64 encode/decode data.
basename: (coreutils)basename invocation. Strip directory and suffix.
basenc: (coreutils)basenc invocation. Encoding/decoding of data.
cat: (coreutils)cat invocation. Concatenate and write files.
chcon: (coreutils)chcon invocation. Change SELinux CTX of files.
chgrp: (coreutils)chgrp invocation. Change file groups.
chmod: (coreutils)chmod invocation. Change access permissions.
chown: (coreutils)chown invocation. Change file owners and groups.
chroot: (coreutils)chroot invocation. Specify the root directory.
cksum: (coreutils)cksum invocation. Print POSIX CRC checksum.
cmp: (diffutils)Invoking cmp. Compare 2 files byte by byte.
comm: (coreutils)comm invocation. Compare sorted files by line.
cp: (coreutils)cp invocation. Copy files.
csplit: (coreutils)csplit invocation. Split by context.
cut: (coreutils)cut invocation. Print selected parts of lines.
date: (coreutils)date invocation. Print/set system date and time.
dd: (coreutils)dd invocation. Copy and convert a file.
df: (coreutils)df invocation. Report file system disk usage.
diff: (diffutils)Invoking diff. Compare 2 files line by line.
diff3: (diffutils)Invoking diff3. Compare 3 files line by line.
dir: (coreutils)dir invocation. List directories briefly.
dircolors: (coreutils)dircolors invocation. Color setup for ls.
dirname: (coreutils)dirname invocation. Strip last file name component.
du: (coreutils)du invocation. Report on disk usage.
echo: (coreutils)echo invocation. Print a line of text.
env: (coreutils)env invocation. Modify the environment.
expand: (coreutils)expand invocation. Convert tabs to spaces.
expr: (coreutils)expr invocation. Evaluate expressions.
factor: (coreutils)factor invocation. Print prime factors
false: (coreutils)false invocation. Do nothing, unsuccessfully.
find: (find)Invoking find. Finding and acting on files.
fmt: (coreutils)fmt invocation. Reformat paragraph text.
fold: (coreutils)fold invocation. Wrap long input lines.
groups: (coreutils)groups invocation. Print group names a user is in.
gunzip: (gzip)Overview. Decompression.
gzexe: (gzip)Overview. Compress executables.
head: (coreutils)head invocation. Output the first part of files.
hostid: (coreutils)hostid invocation. Print numeric host identifier.
hostname: (coreutils)hostname invocation. Print or set system name.
id: (coreutils)id invocation. Print user identity.
install: (coreutils)install invocation. Copy files and set attributes.
join: (coreutils)join invocation. Join lines on a common field.
kill: (coreutils)kill invocation. Send a signal to processes.
link: (coreutils)link invocation. Make hard links between files.
ln: (coreutils)ln invocation. Make links between files.
locate: (find)Invoking locate. Finding files in a database.
logname: (coreutils)logname invocation. Print current login name.
ls: (coreutils)ls invocation. List directory contents.
md5sum: (coreutils)md5sum invocation. Print or check MD5 digests.
mkdir: (coreutils)mkdir invocation. Create directories.
mkfifo: (coreutils)mkfifo invocation. Create FIFOs (named pipes).
mknod: (coreutils)mknod invocation. Create special files.
mktemp: (coreutils)mktemp invocation. Create temporary files.
mv: (coreutils)mv invocation. Rename files.
nice: (coreutils)nice invocation. Modify niceness.
nl: (coreutils)nl invocation. Number lines and write files.
nohup: (coreutils)nohup invocation. Immunize to hangups.
nproc: (coreutils)nproc invocation. Print the number of processors.
numfmt: (coreutils)numfmt invocation. Reformat numbers.
od: (coreutils)od invocation. Dump files in octal, etc.
paste: (coreutils)paste invocation. Merge lines of files.
patch: (diffutils)Invoking patch. Apply a patch to a file.
pathchk: (coreutils)pathchk invocation. Check file name portability.
pr: (coreutils)pr invocation. Paginate or columnate files.
printenv: (coreutils)printenv invocation. Print environment variables.
printf: (coreutils)printf invocation. Format and print data.
ptx: (coreutils)ptx invocation. Produce permuted indexes.
pwd: (coreutils)pwd invocation. Print working directory.
readlink: (coreutils)readlink invocation. Print referent of a symlink.
realpath: (coreutils)realpath invocation. Print resolved file names.
rm: (coreutils)rm invocation. Remove files.
rmdir: (coreutils)rmdir invocation. Remove empty directories.
runcon: (coreutils)runcon invocation. Run in specified SELinux CTX.
sdiff: (diffutils)Invoking sdiff. Merge 2 files side-by-side.
seq: (coreutils)seq invocation. Print numeric sequences
sha1sum: (coreutils)sha1sum invocation. Print or check SHA-1 digests.
sha2: (coreutils)sha2 utilities. Print or check SHA-2 digests.
shred: (coreutils)shred invocation. Remove files more securely.
shuf: (coreutils)shuf invocation. Shuffling text files.
sleep: (coreutils)sleep invocation. Delay for a specified time.
sort: (coreutils)sort invocation. Sort text files.
split: (coreutils)split invocation. Split into pieces.
stat: (coreutils)stat invocation. Report file(system) status.
stdbuf: (coreutils)stdbuf invocation. Modify stdio buffering.
stty: (coreutils)stty invocation. Print/change terminal settings.
sum: (coreutils)sum invocation. Print traditional checksum.
sync: (coreutils)sync invocation. Synchronize memory to disk.
tac: (coreutils)tac invocation. Reverse files.
tail: (coreutils)tail invocation. Output the last part of files.
tee: (coreutils)tee invocation. Redirect to multiple files.
test: (coreutils)test invocation. File/string tests.
timeout: (coreutils)timeout invocation. Run with time limit.
touch: (coreutils)touch invocation. Change file timestamps.
tr: (coreutils)tr invocation. Translate characters.
true: (coreutils)true invocation. Do nothing, successfully.
truncate: (coreutils)truncate invocation. Shrink/extend size of a file.
tsort: (coreutils)tsort invocation. Topological sort.
tty: (coreutils)tty invocation. Print terminal name.
uname: (coreutils)uname invocation. Print system information.
unexpand: (coreutils)unexpand invocation. Convert spaces to tabs.
uniq: (coreutils)uniq invocation. Uniquify files.
unlink: (coreutils)unlink invocation. Removal via unlink(2).
updatedb: (find)Invoking updatedb. Building the locate database.
uptime: (coreutils)uptime invocation. Print uptime and load.
users: (coreutils)users invocation. Print current user names.
vdir: (coreutils)vdir invocation. List directories verbosely.
wc: (coreutils)wc invocation. Line, word, and byte counts.
who: (coreutils)who invocation. Print who is logged in.
whoami: (coreutils)whoami invocation. Print effective user ID.
xargs: (find)Invoking xargs. Operating on many files.
yes: (coreutils)yes invocation. Print a string indefinitely.
zcat: (gzip)Overview. Decompression to stdout.
zdiff: (gzip)Overview. Compare compressed files.
zforce: (gzip)Overview. Force .gz extension on files.
zgrep: (gzip)Overview. Search compressed files.
zmore: (gzip)Overview. Decompression output by pages.

Kernel

GRUB: (grub). The GRand Unified Bootloader
grub-dev: (grub-dev). The GRand Unified Bootloader Dev
grub-install: (grub)Invoking grub-install. Install GRUB on your drive
grub-mkconfig: (grub)Invoking grub-mkconfig. Generate GRUB configuration
grub-mkpasswd-pbkdf2: (grub)Invoking grub-mkpasswd-pbkdf2.
grub-mkrelpath: (grub)Invoking grub-mkrelpath.
grub-mkrescue: (grub)Invoking grub-mkrescue. Make a GRUB rescue image
grub-mount: (grub)Invoking grub-mount. Mount a file system using GRUB
grub-probe: (grub)Invoking grub-probe. Probe device information
grub-script-check: (grub)Invoking grub-script-check.

Libraries

RLuserman: (rluserman). The GNU readline library User's Manual.

Math

bc: (bc). An arbitrary precision calculator language.

Network applications

Wget: (wget). Non-interactive network downloader.

Texinfo documentation system

info stand-alone: (info-stnd). Read Info documents without Emacs.

Text creation and manipulation

Diffutils: (diffutils). Comparing and merging files.
grep: (grep). Print lines that match patterns.
sed: (sed). Stream EDitor. : Run metadata (exit status, model stats)

Eval Config

Agent: mini-swe-agent v1 (in-process BaseAgent)
max_turns: 15, temperature: 1.0, max_tokens: 4096
stop_token_ids: [128009] ()
Environment: Daytona sandboxes
Benchmark: 100 random tasks from DCAgent2/swebench-verified-random-100-folders

SWE-ZERO Eval Traces

Models

Results (3 runs per model, temperature=1.0)

Splits

Eval Config

Links