developer_uid: chai_backend_admin
submission_id: chaiml-exp-grpo-cp312-_36146_v60
model_name: chaiml-exp-grpo-cp312-_36146_v60
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-12-12T18:27:33+00:00
num_battles: 13235
num_wins: 6737
celo_rating: 1299.0
family_friendly_score: 0.5147999999999999
family_friendly_standard_error: 0.007067969439662285
submission_type: basic
model_repo: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5409853707843679, 'latency_mean': 1.8484005177021026, 'latency_p50': 1.8422051668167114, 'latency_p90': 2.0516617059707642}, {'batch_size': 3, 'throughput': 1.0889156902657964, 'latency_mean': 2.7418429815769194, 'latency_p50': 2.7371509075164795, 'latency_p90': 3.053130865097046}, {'batch_size': 5, 'throughput': 1.3911246415429226, 'latency_mean': 3.5758835172653196, 'latency_p50': 3.5847830772399902, 'latency_p90': 4.016690111160278}, {'batch_size': 6, 'throughput': 1.4987301603381218, 'latency_mean': 3.985576751232147, 'latency_p50': 4.021106123924255, 'latency_p90': 4.5816463232040405}, {'batch_size': 8, 'throughput': 1.6327095257808988, 'latency_mean': 4.872252036333084, 'latency_p50': 4.832850337028503, 'latency_p90': 5.6604526281356815}, {'batch_size': 10, 'throughput': 1.687332626391937, 'latency_mean': 5.8773512625694275, 'latency_p50': 5.886074781417847, 'latency_p90': 6.854333519935608}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v60
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2025-12-05
win_ratio: 0.509029089535323
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['###', '\n', 'You:', '</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-exp-grpo-cp312-36146-v60-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v60-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: bash: no job control in this shell
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: /root/miniconda3/envs/nvidia/lib/python3.11/site-packages/mk1/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
chaiml-exp-grpo-cp312-36146-v60-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: Downloaded to shared memory in 82.232s
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpckr86uep, device:0
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: 
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chaiml-exp-grpo-cp312-36146-v60-mkmlizer: The tokenizer you are loading from '/tmp/tmpckr86uep' with an incorrect regex pattern: https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e. This will lead to incorrect tokenization. You should set the `fix_mistral_regex=True` flag when loading this tokenizer to fix this issue.
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: quantized model in 288.902s
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 371.134s
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v60/nvidia
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v60/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: cp /dev/shm/model_cache/chat_template.jinja s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v60/nvidia/chat_template.jinja
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v60/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v60/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v60/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v60-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v60/nvidia/flywheel_model.0.safetensors
Job chaiml-exp-grpo-cp312-36146-v60-mkmlizer completed after 440.44s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v60-mkmlizer
Pipeline stage MKMLizer completed in 441.09s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v60
Waiting for inference service chaiml-exp-grpo-cp312-36146-v60 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v60 ready after 191.237473487854s
Pipeline stage MKMLDeployer completed in 191.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.44149112701416s
Received healthy response to inference request in 2.42016863822937s
Received healthy response to inference request in 2.5528640747070312s
Received healthy response to inference request in 2.020944595336914s
Received healthy response to inference request in 2.484133243560791s
5 requests
0 failed requests
5th percentile: 2.1007894039154054
10th percentile: 2.1806342124938967
20th percentile: 2.340323829650879
30th percentile: 2.424433135986328
40th percentile: 2.4329621315002443
50th percentile: 2.44149112701416
60th percentile: 2.4585479736328124
70th percentile: 2.4756048202514647
80th percentile: 2.497879409790039
90th percentile: 2.5253717422485353
95th percentile: 2.5391179084777833
99th percentile: 2.550114841461182
mean time: 2.3839203357696532
Pipeline stage StressChecker completed in 14.08s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.94s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.74s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v60 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v60-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v60-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Generating Leaderboard row for %s
Generated Leaderboard row for %s
Pipeline stage OfflineFamilyFriendlyScorer completed in 2315.78s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v60 status is now torndown due to DeploymentManager action