p-doom/crowd-code-dataset-0.2 huggingface dataset:
[tab] /home/franz.srambical/slurm/jobs/franz/berlin/crowd-pilot/start_sglang_server_glm4_5_air.sh (shellscript)
#!/usr/bin/env bash

#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH --time=24:00:00
#SBATCH --cpus-per-task=8
#SBATCH --gres=gpu:4
#SBATCH --output=/fast/project/HFMI_SynergyUnit/tab_model/logs/franz/%x_%j.log
#SBATCH --error=/fast/project/HFMI_SynergyUnit/tab_model/logs/franz/%x_%j.log
#SBATCH --job-name=crowd_pilot_sglang
#SBATCH --mem=400GB
#SBATCH --qos=normal

export HF_HOME=/fast/project/HFMI_SynergyUnit/tab_model/franz/hf_home/

source /home/franz.srambical/crowd-pilot-serializer-legacy/.venv/bin/activate
module load CUDA/12.8

model_path="zai-org/GLM-4.5-Air"
python3 -m sglang.launch_server --model-path $model_path --host 0.0.0.0 --log-requests \
  --tp-size 4 \
  --tool-call-parser glm45  \
  --reasoning-parser glm45 \
  --speculative-algorithm EAGLE \
  --speculative-num-steps 3 \
  --speculative-eagle-topk 1 \
  --speculative-num-draft-tokens 4 \
  --mem-fraction-static 0.9
[tab] /home/franz.srambical/slurm/jobs/franz/berlin/crowd-pilot/start_sglang_server.sh (shellscript)
#!/usr/bin/env bash

#SBATCH --nodes=1
#SBATCH --ntasks-per-node=1
#SBATCH --time=24:00:00
#SBATCH --cpus-per-task=8
#SBATCH --gres=gpu:1
#SBATCH --output=/fast/project/HFMI_SynergyUnit/tab_model/logs/franz/%x_%j.log
#SBATCH --error=/fast/project/HFMI_SynergyUnit/tab_model/logs/franz/%x_%j.log
#SBATCH --job-name=crowd_pilot_sglang
#SBATCH --mem=400GB
#SBATCH --qos=normal

source /home/franz.srambical/crowd-pilot-serializer-legacy/.venv/bin/activate
module load CUDA/12.8

model_path="Qwen/Qwen3-8b"
#model_path="/fast/project/HFMI_SynergyUnit/tab_model/data/checkpoints/trained_checkpoints_converted_to_hf/qwen3_600m_full_finetune_crowd_code_dataset_4k_tokens_batch_size_1/2025-11-23_18-58-56/checkpoints/model_name=0--val_loss=0.30-step=949-consumed_samples=950.0"
python3 -m sglang.launch_server --model-path $model_path --host 0.0.0.0 --log-requests
[tab] /temp/readonly/Bash tool output (hewi0f) (plaintext)
Analyzing sessions for git pull corruption...
CSV root: "/fast/project/HFMI_SynergyUnit/tab_model/data/hf_part_csv/"

Analyzed 100/349 sessions...
Analyzed 200/349 sessions...
Analyzed 300/349 sessions...
Analyzed 349/349 sessions...

╔══════════════════════════════════════════════════════════════╗
║           GIT PULL CORRUPTION ANALYSIS RESULTS              ║
╠══════════════════════════════════════════════════════════════╣
║ Total sessions analyzed:             349                    ║
║ Sessions with terminal git pull:      22                    ║
║ Corrupted sessions (detected):         1                    ║
╠══════════════════════════════════════════════════════════════╣
║ Total git pull commands:              40                    ║
║ Git pulls with parseable output:      33                    ║
╠══════════════════════════════════════════════════════════════╣
║ Total affected files:                  1                    ║
║ Total affected edit events:            1                    ║
╠══════════════════════════════════════════════════════════════╣
║ CORRUPTION RATE (lower bound):     0.29%                    ║
╚══════════════════════════════════════════════════════════════╝

[note] This analysis only detects terminal-based git pulls.
       VS Code UI git pulls (~33% of users) are undetectable.
       Actual corruption rate may be ~1.5x higher.
[tab] /temp/readonly/Bash tool output (bhdhua) (plaintext)
╠══════════════════════════════════════════════════════════════╣
║ Total sessions analyzed:             349                    ║
║ Sessions with terminal git pull:      22                    ║
║ Corrupted sessions (detected):         1                    ║
╠══════════════════════════════════════════════════════════════╣
║ Total git pull commands:              40                    ║
║ Git pulls with parseable output:      33                    ║
╠══════════════════════════════════════════════════════════════╣
║ Total affected files:                  1                    ║
║ Total affected edit events:            1                    ║
╠══════════════════════════════════════════════════════════════╣
║ CORRUPTION RATE (lower bound):     0.29%                    ║
╚══════════════════════════════════════════════════════════════╝

[note] This analysis only detects terminal-based git pulls.
       VS Code UI git pulls (~33% of users) are undetectable.
       Actual corruption rate may be ~1.5x higher.

Corrupted sessions:
  - /fast/project/HFMI_SynergyUnit/tab_model/data/hf_part_csv/927a8af5474e5654810c00ce2e09fd2de87d3e5722f33fa1090d867db114e403/crowd-code-579e9536-d5ab-483e-9ba4-40888138347a1751043147165-2025_06_27-18.53.18.94/source.csv