developer_uid: rirv938
submission_id: chaiml-80p-20ff-chaiml-_20653_v1
model_name: chaiml-80p-20ff-chaiml-_20653_v1
model_group: ChaiML/80p_20ff_chaiml_m
status: torndown
timestamp: 2026-01-18T02:18:28+00:00
num_battles: 11041
num_wins: 5817
celo_rating: 1315.5
family_friendly_score: 0.4224
family_friendly_standard_error: 0.006985388178190243
submission_type: basic
model_repo: ChaiML/80p_20ff_chaiml_mistral_24b_2048_77769_v1_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': 0.33802419720492255, 'latency_mean': 2.95830225110054, 'latency_p50': 2.9541358947753906, 'latency_p90': 3.1508487939834593}, {'batch_size': 2, 'throughput': 0.5285881428391148, 'latency_mean': 3.775305975675583, 'latency_p50': 3.764748454093933, 'latency_p90': 4.019679689407349}, {'batch_size': 3, 'throughput': 0.6593500154088708, 'latency_mean': 4.535604450702667, 'latency_p50': 4.531333327293396, 'latency_p90': 4.795234823226929}, {'batch_size': 4, 'throughput': 0.7543470438923692, 'latency_mean': 5.289101477861404, 'latency_p50': 5.289770722389221, 'latency_p90': 5.637670159339904}, {'batch_size': 5, 'throughput': 0.8118100393029647, 'latency_mean': 6.133125674724579, 'latency_p50': 6.152697563171387, 'latency_p90': 6.846543860435486}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-80p-20ff-chaiml-_20653_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/80p_20ff_chaiml_mistral_24b_2048_77769_v1_cp624_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.52
us_pacific_date: 2026-01-14
win_ratio: 0.5268544515895299
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': ['\n', '###', '<|im_start|>', '</s>', 'You:', '<|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
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run pipeline stage %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-80p-20ff-chaiml-20653-v1-mkmlizer
Waiting for job on chaiml-80p-20ff-chaiml-20653-v1-mkmlizer to finish
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chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: bash: no job control in this shell
chaiml-80p-20ff-chaiml-20653-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-80p-20ff-chaiml-20653-v1-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║                                                                     ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║                                                                     ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║                                                                     ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║                                                                     ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ║                                                                     ║
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: Downloaded to shared memory in 102.402s
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: Checking if ChaiML/80p_20ff_chaiml_mistral_24b_2048_77769_v1_cp624_merged already exists in ChaiML
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp55naj7_u, device:0
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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Unable to record family friendly update due to error: Invalid JSON input: Expecting value: line 1 column 1 (char 0)
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chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: The tokenizer you are loading from '/tmp/tmp55naj7_u' 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-80p-20ff-chaiml-20653-v1-mkmlizer: quantized model in 281.973s
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: Processed model ChaiML/80p_20ff_chaiml_mistral_24b_2048_77769_v1_cp624_merged in 384.376s
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-80p-20ff-chaiml-20653-v1/nvidia
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-80p-20ff-chaiml-20653-v1/nvidia/config.json
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-80p-20ff-chaiml-20653-v1/nvidia/special_tokens_map.json
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-80p-20ff-chaiml-20653-v1/nvidia/tokenizer_config.json
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-80p-20ff-chaiml-20653-v1/nvidia/tokenizer.json
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-80p-20ff-chaiml-20653-v1/nvidia/flywheel_model.1.safetensors
chaiml-80p-20ff-chaiml-20653-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-80p-20ff-chaiml-20653-v1/nvidia/flywheel_model.0.safetensors
Job chaiml-80p-20ff-chaiml-20653-v1-mkmlizer completed after 540.8s with status: succeeded
Stopping job with name chaiml-80p-20ff-chaiml-20653-v1-mkmlizer
Pipeline stage MKMLizer completed in 541.42s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-80p-20ff-chaiml-20653-v1
Waiting for inference service chaiml-80p-20ff-chaiml-20653-v1 to be ready
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HTTP Request: %s %s "%s %d %s"
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Inference service chaiml-80p-20ff-chaiml-20653-v1 ready after 150.85443663597107s
Pipeline stage MKMLDeployer completed in 151.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.281348705291748s
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Received healthy response to inference request in 2.812645435333252s
Received healthy response to inference request in 2.8396663665771484s
Received healthy response to inference request in 2.4549083709716797s
Received healthy response to inference request in 2.4574902057647705s
5 requests
0 failed requests
5th percentile: 2.455424737930298
10th percentile: 2.455941104888916
20th percentile: 2.456973838806152
30th percentile: 2.528521251678467
40th percentile: 2.6705833435058595
50th percentile: 2.812645435333252
60th percentile: 2.8234538078308105
70th percentile: 2.834262180328369
80th percentile: 2.9280028343200684
90th percentile: 3.104675769805908
95th percentile: 3.193012237548828
99th percentile: 3.263681411743164
mean time: 2.7692118167877195
Pipeline stage StressChecker completed in 15.23s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.76s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.96s
Shutdown handler de-registered
chaiml-80p-20ff-chaiml-_20653_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 2952.06s
Shutdown handler de-registered
chaiml-80p-20ff-chaiml-_20653_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of chaiml-80p-20ff-chaiml-_20653_v1
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLDeleter
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Tearing down inference service chaiml-80p-20ff-chaiml-20653-v1
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Service chaiml-80p-20ff-chaiml-20653-v1 has been torndown
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Pipeline stage MKMLDeleter completed in 24.77s
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run pipeline stage %s
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Running pipeline stage MKMLModelDeleter
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Cleaning model data from S3
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Cleaning model data from model cache
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Deleting key chaiml-80p-20ff-chaiml-20653-v1/nvidia/config.json from bucket guanaco-mkml-models
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Deleting key chaiml-80p-20ff-chaiml-20653-v1/nvidia/flywheel_model.0.safetensors from bucket guanaco-mkml-models
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Deleting key chaiml-80p-20ff-chaiml-20653-v1/nvidia/special_tokens_map.json from bucket guanaco-mkml-models
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Deleting key chaiml-80p-20ff-chaiml-20653-v1/nvidia/tokenizer.json from bucket guanaco-mkml-models
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HTTP Request: %s %s "%s %d %s"
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Deleting key chaiml-80p-20ff-chaiml-20653-v1/nvidia/tokenizer_config.json from bucket guanaco-mkml-models
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Pipeline stage MKMLModelDeleter completed in 72.84s
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Shutdown handler de-registered
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