chaiml-95p-5ff-chaiml-m_53900

developer_uid: rirv938
submission_id: chaiml-95p-5ff-chaiml-m_53900_v1
model_name: chaiml-95p-5ff-chaiml-m_53900_v1
model_group: ChaiML/95p_5ff_chaiml_mi
status: torndown
timestamp: 2026-02-04T05:37:50+00:00
num_battles: 11376
num_wins: 6227
celo_rating: 1340.71
family_friendly_score: 0.5206
family_friendly_standard_error: 0.007065063906292709
submission_type: basic
model_repo: ChaiML/95p_5ff_chaiml_mistral_24b_2048_chosen_paras_cp312_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 112
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3016545154718846, 'latency_mean': 3.3149841797351836, 'latency_p50': 3.301660418510437, 'latency_p90': 3.52951717376709}, {'batch_size': 2, 'throughput': 0.4768436289291935, 'latency_mean': 4.184425903558731, 'latency_p50': 4.198029518127441, 'latency_p90': 4.424983167648316}, {'batch_size': 3, 'throughput': 0.606768991114965, 'latency_mean': 4.927884191274643, 'latency_p50': 4.929456353187561, 'latency_p90': 5.260279369354248}, {'batch_size': 4, 'throughput': 0.702642463689323, 'latency_mean': 5.682977385520935, 'latency_p50': 5.674435615539551, 'latency_p90': 6.253203225135803}, {'batch_size': 5, 'throughput': 0.7510704272183738, 'latency_mean': 6.6075498223304745, 'latency_p50': 6.578793048858643, 'latency_p90': 7.044137549400329}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-95p-5ff-chaiml-m_53900_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/95p_5ff_chaiml_mistral_24b_2048_chosen_paras_cp312_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.39
us_pacific_date: 2026-01-31
win_ratio: 0.5473804500703235
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['###', '<|im_end|>', '</s>', '<|im_start|>', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 112}
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-95p-5ff-chaiml-m-53900-v1-mkmlizer
Waiting for job on chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer to finish
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: bash: no job control in this shell
chaiml-95p-5ff-chaiml-m-54615-v1-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-95p-5ff-chaiml-m-54615-v1-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-53900-v1-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.
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chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
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chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  https://mk1.ai                                                     ║
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  belonging to:                                                      ║
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  https://mk1.ai                                                     ║
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chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: Downloaded to shared memory in 90.171s
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_chosen_paras_cp312_merged already exists in ChaiML
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx81w8kq5, device:0
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Downloaded to shared memory in 125.499s
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_chosen_paras_cp624_merged already exists in ChaiML
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmf4yo2ou, device:0
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
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chaiml-95p-5ff-chaiml-m-54615-v1-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-95p-5ff-chaiml-m-54615-v1-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Downloaded to shared memory in 85.206s
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_chosen_paras_cp624_merged already exists in ChaiML
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdixl2mia, device:0
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: The tokenizer you are loading from '/tmp/tmpx81w8kq5' 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-95p-5ff-chaiml-m-53900-v1-mkmlizer: quantized model in 282.938s
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: Processed model ChaiML/95p_5ff_chaiml_mistral_24b_2048_chosen_paras_cp312_merged in 373.110s
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-53900-v1/nvidia
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-53900-v1/nvidia/config.json
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-53900-v1/nvidia/special_tokens_map.json
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-53900-v1/nvidia/tokenizer_config.json
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-53900-v1/nvidia/flywheel_model.1.safetensors
chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-53900-v1/nvidia/flywheel_model.0.safetensors
Job chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer completed after 489.68s with status: succeeded
Stopping job with name chaiml-95p-5ff-chaiml-m-53900-v1-mkmlizer
Pipeline stage MKMLizer completed in 491.09s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.42s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-95p-5ff-chaiml-m-53900-v1
Waiting for inference service chaiml-95p-5ff-chaiml-m-53900-v1 to be ready
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: 
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chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: The tokenizer you are loading from '/tmp/tmpdixl2mia' 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-95p-5ff-chaiml-m-54615-v1-mkmlizer: quantized model in 324.050s
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Processed model ChaiML/95p_5ff_chaiml_mistral_24b_2048_chosen_paras_cp624_merged in 409.257s
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-54615-v1/nvidia
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-54615-v1/nvidia/config.json
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-54615-v1/nvidia/special_tokens_map.json
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-54615-v1/nvidia/tokenizer_config.json
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-54615-v1/nvidia/tokenizer.json
Inference service chaiml-95p-5ff-chaiml-m-53900-v1 ready after 162.51623249053955s
Pipeline stage MKMLDeployer completed in 164.30s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.4881060123443604s
Received healthy response to inference request in 2.8335940837860107s
chaiml-95p-5ff-chaiml-m-54615-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-54615-v1/nvidia/flywheel_model.1.safetensors
Received healthy response to inference request in 3.4357409477233887s
Received healthy response to inference request in 2.8781025409698486s
Received healthy response to inference request in 2.772921085357666s
5 requests
0 failed requests
5th percentile: 2.785055685043335
10th percentile: 2.797190284729004
20th percentile: 2.821459484100342
30th percentile: 2.8424957752227784
40th percentile: 2.8602991580963133
50th percentile: 2.8781025409698486
60th percentile: 3.1011579036712646
70th percentile: 3.3242132663726807
80th percentile: 3.446213960647583
90th percentile: 3.4671599864959717
95th percentile: 3.477632999420166
99th percentile: 3.4860114097595214
mean time: 3.081692934036255
Pipeline stage StressChecker completed in 22.58s
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 2.01s
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 1.85s
Shutdown handler de-registered
chaiml-95p-5ff-chaiml-m_53900_v1 status is now deployed due to DeploymentManager action
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 2824.69s
Shutdown handler de-registered
chaiml-95p-5ff-chaiml-m_53900_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-95p-5ff-chaiml-m_53900_v1 status is now torndown due to DeploymentManager action