developer_uid: rirv938
submission_id: chaiml-95p-5ff-chaiml-m_58341_v5
model_name: chaiml-95p-5ff-chaiml-m_58341_v5
model_group: ChaiML/95p_5ff_chaiml_mi
status: torndown
timestamp: 2026-01-29T16:28:32+00:00
num_battles: 15719
num_wins: 7985
celo_rating: 1310.26
family_friendly_score: 0.5078
family_friendly_standard_error: 0.007070207351980563
submission_type: basic
model_repo: ChaiML/95p_5ff_chaiml_mistral_24b_2048_77769_v5_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': 0.3419266194266915, 'latency_mean': 2.9245225131511687, 'latency_p50': 2.9132224321365356, 'latency_p90': 3.1412757635116577}, {'batch_size': 2, 'throughput': 0.5349818177591884, 'latency_mean': 3.7298481500148775, 'latency_p50': 3.720424175262451, 'latency_p90': 4.006494522094727}, {'batch_size': 3, 'throughput': 0.6674152569050458, 'latency_mean': 4.486303802728653, 'latency_p50': 4.507715821266174, 'latency_p90': 4.8230308294296265}, {'batch_size': 4, 'throughput': 0.7671615002997506, 'latency_mean': 5.199642941951752, 'latency_p50': 5.190845012664795, 'latency_p90': 5.644488096237182}, {'batch_size': 5, 'throughput': 0.8206570316800665, 'latency_mean': 6.048922847509385, 'latency_p50': 6.056262373924255, 'latency_p90': 6.68376395702362}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-95p-5ff-chaiml-m_58341_v5
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/95p_5ff_chaiml_mistral_24b_2048_77769_v5_cp312_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.53
us_pacific_date: 2026-01-19
win_ratio: 0.5079839684458299
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': ['You:', '\n', '</s>', '<|im_start|>', '###', '<|im_end|>'], '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} <style="funny">:', '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-58341-v5-mkmlizer
Waiting for job on chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer to finish
chaiml-95p-5ff-chaiml-m-58341-v5-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-58341-v5-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║                                                                     ║
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chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ║                                                                     ║
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: Downloaded to shared memory in 94.855s
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: Checking if ChaiML/95p_5ff_chaiml_mistral_24b_2048_77769_v5_cp312_merged already exists in ChaiML
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5jnnztvg, device:0
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: 
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chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: The tokenizer you are loading from '/tmp/tmp5jnnztvg' 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-58341-v5-mkmlizer: quantized model in 282.986s
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: Processed model ChaiML/95p_5ff_chaiml_mistral_24b_2048_77769_v5_cp312_merged in 377.842s
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-58341-v5/nvidia
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-58341-v5/nvidia/config.json
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-58341-v5/nvidia/special_tokens_map.json
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-58341-v5/nvidia/tokenizer_config.json
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-58341-v5/nvidia/tokenizer.json
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-58341-v5/nvidia/flywheel_model.1.safetensors
chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-95p-5ff-chaiml-m-58341-v5/nvidia/flywheel_model.0.safetensors
Job chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer completed after 486.01s with status: succeeded
Stopping job with name chaiml-95p-5ff-chaiml-m-58341-v5-mkmlizer
Pipeline stage MKMLizer completed in 487.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.27s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-95p-5ff-chaiml-m-58341-v5
Waiting for inference service chaiml-95p-5ff-chaiml-m-58341-v5 to be ready
Inference service chaiml-95p-5ff-chaiml-m-58341-v5 ready after 152.57157158851624s
Pipeline stage MKMLDeployer completed in 153.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.2804007530212402s
Received healthy response to inference request in 4.2875988483428955s
Received healthy response to inference request in 2.8815829753875732s
Received healthy response to inference request in 2.9007725715637207s
Received healthy response to inference request in 2.9761245250701904s
5 requests
0 failed requests
5th percentile: 2.885420894622803
10th percentile: 2.8892588138580324
20th percentile: 2.896934652328491
30th percentile: 2.915842962265015
40th percentile: 2.9459837436676026
50th percentile: 2.9761245250701904
60th percentile: 3.0978350162506105
70th percentile: 3.21954550743103
80th percentile: 3.4818403720855713
90th percentile: 3.8847196102142334
95th percentile: 4.0861592292785645
99th percentile: 4.247310924530029
mean time: 3.265295934677124
Pipeline stage StressChecker completed in 18.58s
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 1.16s
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 1.11s
Shutdown handler de-registered
chaiml-95p-5ff-chaiml-m_58341_v5 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 3008.26s
Shutdown handler de-registered
chaiml-95p-5ff-chaiml-m_58341_v5 status is now protected due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_58341_v5 status is now protected due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_58341_v5 status is now inactive due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_58341_v5 status is now inactive due to ABTestQueueItem
chaiml-95p-5ff-chaiml-m_58341_v5 status is now torndown due to DeploymentManager action