developer_uid: chai_backend_admin
submission_id: chaiml-cai-real-v3-cosi_14588_v4
model_name: toml
model_group: ChaiML/cai-real-v3_cosin
status: torndown
timestamp: 2025-12-02T18:52:20+00:00
num_battles: 10637
num_wins: 5718
celo_rating: 1330.47
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/cai-real-v3_cosine-lr5e6
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 128
reward_model: default
display_name: toml
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-real-v3_cosine-lr5e6
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-02
win_ratio: 0.537557582025007
generation_params: {'temperature': 0.3, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', '</s>', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 128}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
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-cai-real-v3-cosi-14588-v4-mkmlizer
Waiting for job on chaiml-cai-real-v3-cosi-14588-v4-mkmlizer to finish
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: bash: no job control in this shell
chaiml-cai-real-v3-cosi-14588-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-cai-real-v3-cosi-14588-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ║                                                                     ║
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: Downloaded to shared memory in 49.096s
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: Checking if ChaiML/cai-real-v3_cosine-lr5e6 already exists in ChaiML
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0n7evizn, device:0
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: 
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chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: The tokenizer you are loading from '/tmp/tmp0n7evizn' 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-cai-real-v3-cosi-14588-v4-mkmlizer: quantized model in 276.091s
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: Processed model ChaiML/cai-real-v3_cosine-lr5e6 in 325.187s
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-real-v3-cosi-14588-v4/nvidia
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-real-v3-cosi-14588-v4/nvidia/config.json
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-real-v3-cosi-14588-v4/nvidia/special_tokens_map.json
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-real-v3-cosi-14588-v4/nvidia/tokenizer_config.json
chaiml-cai-real-v3-cosi-14588-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-real-v3-cosi-14588-v4/nvidia/flywheel_model.1.safetensors
Job chaiml-cai-real-v3-cosi-14588-v4-mkmlizer completed after 399.7s with status: succeeded
Stopping job with name chaiml-cai-real-v3-cosi-14588-v4-mkmlizer
Pipeline stage MKMLizer completed in 400.22s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-real-v3-cosi-14588-v4
Waiting for inference service chaiml-cai-real-v3-cosi-14588-v4 to be ready
Inference service chaiml-cai-real-v3-cosi-14588-v4 ready after 172.0274589061737s
Pipeline stage MKMLDeployer completed in 173.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.146483898162842s
Received healthy response to inference request in 4.5514020919799805s
Received healthy response to inference request in 3.8470163345336914s
Received healthy response to inference request in 6.359310865402222s
Received healthy response to inference request in 3.9343647956848145s
5 requests
0 failed requests
5th percentile: 3.864486026763916
10th percentile: 3.8819557189941407
20th percentile: 3.91689510345459
30th percentile: 3.97678861618042
40th percentile: 4.061636257171631
50th percentile: 4.146483898162842
60th percentile: 4.308451175689697
70th percentile: 4.470418453216553
80th percentile: 4.912983846664429
90th percentile: 5.636147356033326
95th percentile: 5.997729110717773
99th percentile: 6.286994514465332
mean time: 4.56771559715271
%s, retrying in %s seconds...
Received healthy response to inference request in 3.7912826538085938s
Received healthy response to inference request in 3.798722267150879s
Received healthy response to inference request in 3.9502460956573486s
Received healthy response to inference request in 3.5633933544158936s
Received healthy response to inference request in 3.5363426208496094s
5 requests
0 failed requests
5th percentile: 3.5417527675628664
10th percentile: 3.547162914276123
20th percentile: 3.5579832077026365
30th percentile: 3.6089712142944337
40th percentile: 3.7001269340515135
50th percentile: 3.7912826538085938
60th percentile: 3.7942584991455077
70th percentile: 3.7972343444824217
80th percentile: 3.829027032852173
90th percentile: 3.8896365642547606
95th percentile: 3.9199413299560546
99th percentile: 3.9441851425170897
mean time: 3.727997398376465
%s, retrying in %s seconds...
Received healthy response to inference request in 3.4703588485717773s
Received healthy response to inference request in 3.621335029602051s
Received healthy response to inference request in 3.7968454360961914s
Received healthy response to inference request in 3.6905853748321533s
Received healthy response to inference request in 3.5059902667999268s
5 requests
0 failed requests
5th percentile: 3.4774851322174074
10th percentile: 3.484611415863037
20th percentile: 3.4988639831542967
30th percentile: 3.5290592193603514
40th percentile: 3.575197124481201
50th percentile: 3.621335029602051
60th percentile: 3.649035167694092
70th percentile: 3.6767353057861327
80th percentile: 3.711837387084961
90th percentile: 3.754341411590576
95th percentile: 3.7755934238433837
99th percentile: 3.7925950336456298
mean time: 3.61702299118042
Pipeline stage StressChecker completed in 66.27s
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 0.95s
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-cai-real-v3-cosi_14588_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-real-v3-cosi-14588-v4-profiler
Waiting for inference service chaiml-cai-real-v3-cosi-14588-v4-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-cai-real-v3-cosi-14588-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-cai-real-v3-cosi-14588-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError("('http://chaiml-cai-real-v3-cosi-14588-v4-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')")
Shutdown handler de-registered