developer_uid: rirv938
submission_id: chaiml-96p-4ff-chaiml-m_45592_v2
model_name: chaiml-96p-4ff-chaiml-m_45592_v2
model_group: ChaiML/96p_4ff_chaiml_mi
status: torndown
timestamp: 2026-01-29T16:28:35+00:00
num_battles: 14603
num_wins: 7846
celo_rating: 1332.04
family_friendly_score: 0.5014000000000001
family_friendly_standard_error: 0.007071040093225324
submission_type: basic
model_repo: ChaiML/96p_4ff_chaiml_mistral_24b_2048_63507_v3_cp312_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': 0.35251468459102886, 'latency_mean': 2.836696135997772, 'latency_p50': 2.830527901649475, 'latency_p90': 3.0325326204299925}, {'batch_size': 2, 'throughput': 0.5497428867893919, 'latency_mean': 3.6319722712039946, 'latency_p50': 3.6485527753829956, 'latency_p90': 3.8326475858688354}, {'batch_size': 3, 'throughput': 0.6919141368318626, 'latency_mean': 4.3102316832542416, 'latency_p50': 4.321293830871582, 'latency_p90': 4.610029673576355}, {'batch_size': 4, 'throughput': 0.7886667928417005, 'latency_mean': 5.0497424507141115, 'latency_p50': 5.029239654541016, 'latency_p90': 5.449723935127258}, {'batch_size': 5, 'throughput': 0.8621890136549001, 'latency_mean': 5.781229237318039, 'latency_p50': 5.807332396507263, 'latency_p90': 6.301347756385803}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-96p-4ff-chaiml-m_45592_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/96p_4ff_chaiml_mistral_24b_2048_63507_v3_cp312_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.57
us_pacific_date: 2026-01-19
win_ratio: 0.5372868588646169
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|>', 'You:', '<|im_start|>', '\n', '</s>', '###'], '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-96p-4ff-chaiml-m-45592-v2-mkmlizer
Waiting for job on chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer to finish
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: bash: no job control in this shell
chaiml-96p-4ff-chaiml-m-45592-v2-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-96p-4ff-chaiml-m-45592-v2-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║                                                                     ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║                                                                     ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║                                                                     ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║                                                                     ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ║                                                                     ║
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: Downloaded to shared memory in 127.846s
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: Checking if ChaiML/96p_4ff_chaiml_mistral_24b_2048_63507_v3_cp312_merged already exists in ChaiML
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpd7mkfs2c, device:0
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: 
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chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: The tokenizer you are loading from '/tmp/tmpd7mkfs2c' 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-96p-4ff-chaiml-m-45592-v2-mkmlizer: quantized model in 282.840s
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: Processed model ChaiML/96p_4ff_chaiml_mistral_24b_2048_63507_v3_cp312_merged in 410.686s
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-96p-4ff-chaiml-m-45592-v2/nvidia
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-96p-4ff-chaiml-m-45592-v2/nvidia/config.json
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-96p-4ff-chaiml-m-45592-v2/nvidia/special_tokens_map.json
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-96p-4ff-chaiml-m-45592-v2/nvidia/tokenizer_config.json
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-96p-4ff-chaiml-m-45592-v2/nvidia/flywheel_model.1.safetensors
chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-96p-4ff-chaiml-m-45592-v2/nvidia/flywheel_model.0.safetensors
Job chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer completed after 503.56s with status: succeeded
Stopping job with name chaiml-96p-4ff-chaiml-m-45592-v2-mkmlizer
Pipeline stage MKMLizer completed in 504.75s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.26s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-96p-4ff-chaiml-m-45592-v2
Waiting for inference service chaiml-96p-4ff-chaiml-m-45592-v2 to be ready
Inference service chaiml-96p-4ff-chaiml-m-45592-v2 ready after 152.3563368320465s
Pipeline stage MKMLDeployer completed in 153.49s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.916041374206543s
Received healthy response to inference request in 3.1169121265411377s
Received healthy response to inference request in 3.7876272201538086s
Received healthy response to inference request in 3.712989091873169s
Received healthy response to inference request in 2.3807148933410645s
5 requests
0 failed requests
5th percentile: 2.4877801895141602
10th percentile: 2.594845485687256
20th percentile: 2.808976078033447
30th percentile: 2.956215524673462
40th percentile: 3.0365638256073
50th percentile: 3.1169121265411377
60th percentile: 3.35534291267395
70th percentile: 3.593773698806763
80th percentile: 3.727916717529297
90th percentile: 3.7577719688415527
95th percentile: 3.7726995944976807
99th percentile: 3.784641695022583
mean time: 3.1828569412231444
Pipeline stage StressChecker completed in 18.11s
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 1.28s
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 1.02s
Shutdown handler de-registered
chaiml-96p-4ff-chaiml-m_45592_v2 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 2866.73s
Shutdown handler de-registered
chaiml-96p-4ff-chaiml-m_45592_v2 status is now protected due to ABTestQueueItem
chaiml-96p-4ff-chaiml-m_45592_v2 status is now protected due to ABTestQueueItem
chaiml-96p-4ff-chaiml-m_45592_v2 status is now inactive due to ABTestQueueItem
chaiml-96p-4ff-chaiml-m_45592_v2 status is now inactive due to ABTestQueueItem
chaiml-96p-4ff-chaiml-m_45592_v2 status is now torndown due to DeploymentManager action