developer_uid: rirv938
submission_id: chaiml-95p-5ff-chaiml-m_39979_v4
model_name: chaiml-95p-5ff-chaiml-m_39979_v4
model_group: ChaiML/95p_5ff_chaiml_mi
status: torndown
timestamp: 2026-01-29T16:28:33+00:00
num_battles: 18013
num_wins: 9744
celo_rating: 1334.69
family_friendly_score: 0.5118
family_friendly_standard_error: 0.007069098386640265
submission_type: basic
model_repo: ChaiML/95p_5ff_chaiml_mistral_24b_2048_47753_v3_cp624_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 96
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3541072161628816, 'latency_mean': 2.8239361667633056, 'latency_p50': 2.8165115118026733, 'latency_p90': 3.0287450551986694}, {'batch_size': 2, 'throughput': 0.5506186701525908, 'latency_mean': 3.626834444999695, 'latency_p50': 3.642285466194153, 'latency_p90': 3.8656994342803954}, {'batch_size': 3, 'throughput': 0.6991326580317478, 'latency_mean': 4.281712307929992, 'latency_p50': 4.294240593910217, 'latency_p90': 4.536752963066101}, {'batch_size': 4, 'throughput': 0.7829874987679551, 'latency_mean': 5.076811901330948, 'latency_p50': 5.089694619178772, 'latency_p90': 5.551539492607117}, {'batch_size': 5, 'throughput': 0.8594483268886536, 'latency_mean': 5.794052267074585, 'latency_p50': 5.728750824928284, 'latency_p90': 6.412489128112792}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-95p-5ff-chaiml-m_39979_v4
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/95p_5ff_chaiml_mistral_24b_2048_47753_v3_cp624_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.57
us_pacific_date: 2026-01-19
win_ratio: 0.5409426525287293
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_start|>', '</s>', '\n', '<|im_end|>', 'You:', '###'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 96}
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-39979-v4-mkmlizer
Waiting for job on chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer to finish
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: bash: no job control in this shell
chaiml-95p-5ff-chaiml-m-39979-v4-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-39979-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
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chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Downloaded to shared memory in 129.028s
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_47753_v3_cp624_merged already exists in ChaiML
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnna2f163, device:0
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer
Waiting for job on chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer to finish
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: bash: no job control in this shell
chaiml-95p-5ff-chaiml-m-39979-v4-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-39979-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Downloaded to shared memory in 86.606s
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_47753_v3_cp624_merged already exists in ChaiML
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmsknqfwc, device:0
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: The tokenizer you are loading from '/tmp/tmpmsknqfwc' 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-39979-v4-mkmlizer: quantized model in 325.857s
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Processed model ChaiML/95p_5ff_chaiml_mistral_24b_2048_47753_v3_cp624_merged in 412.464s
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/config.json
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/special_tokens_map.json
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/tokenizer_config.json
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/tokenizer.json
Stopping job with name chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer
Waiting for job on chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer to finish
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/flywheel_model.1.safetensors
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: bash: no job control in this shell
chaiml-95p-5ff-chaiml-m-39979-v4-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-39979-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Downloaded to shared memory in 90.091s
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_47753_v3_cp624_merged already exists in ChaiML
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcy1jt81z, device:0
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: 
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chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: The tokenizer you are loading from '/tmp/tmpcy1jt81z' 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-39979-v4-mkmlizer: quantized model in 324.503s
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Processed model ChaiML/95p_5ff_chaiml_mistral_24b_2048_47753_v3_cp624_merged in 414.595s
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: DEBUG "sync /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/config.json": object size matches
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: DEBUG "sync /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/flywheel_model.0.safetensors": object size matches
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: DEBUG "sync /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/flywheel_model.1.safetensors": object size matches
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: DEBUG "sync /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/special_tokens_map.json": object size matches
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: DEBUG "sync /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/tokenizer.json": object size matches
chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer: DEBUG "sync /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-39979-v4/nvidia/tokenizer_config.json": object size matches
Job chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer completed after 466.01s with status: succeeded
Stopping job with name chaiml-95p-5ff-chaiml-m-39979-v4-mkmlizer
Pipeline stage MKMLizer completed in 1273.34s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.30s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-95p-5ff-chaiml-m-39979-v4
Waiting for inference service chaiml-95p-5ff-chaiml-m-39979-v4 to be ready
Inference service chaiml-95p-5ff-chaiml-m-39979-v4 ready after 142.5751564502716s
Pipeline stage MKMLDeployer completed in 143.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.034724473953247s
Received healthy response to inference request in 3.0015056133270264s
Received healthy response to inference request in 3.080282211303711s
Received healthy response to inference request in 3.299830436706543s
Received healthy response to inference request in 2.9108023643493652s
5 requests
0 failed requests
5th percentile: 2.9289430141448975
10th percentile: 2.94708366394043
20th percentile: 2.983364963531494
30th percentile: 3.0081493854522705
40th percentile: 3.021436929702759
50th percentile: 3.034724473953247
60th percentile: 3.0529475688934324
70th percentile: 3.0711706638336183
80th percentile: 3.1241918563842774
90th percentile: 3.21201114654541
95th percentile: 3.2559207916259765
99th percentile: 3.2910485076904297
mean time: 3.0654290199279783
Pipeline stage StressChecker completed in 18.85s
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 1.64s
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 1.45s
Shutdown handler de-registered
chaiml-95p-5ff-chaiml-m_39979_v4 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 2923.46s
Shutdown handler de-registered
chaiml-95p-5ff-chaiml-m_39979_v4 status is now protected due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_39979_v4 status is now inactive due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_39979_v4 status is now torndown due to DeploymentManager action