chaiml-2a6f-69d4-linear-w01

developer_uid: chai_backend_admin
submission_id: chaiml-2a6f-69d4-linear-w01_v19
model_name: chaiml-2a6f-69d4-linear-w01_v19
model_group: ChaiML/2a6f-69d4-linear-
status: torndown
timestamp: 2026-01-14T16:59:07+00:00
num_battles: 7049
num_wins: 3682
celo_rating: 1308.83
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/2a6f-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: chaiml-prm-kimi-v1-300k_92220_v2
display_name: chaiml-2a6f-69d4-linear-w01_v19
ineligible_reason: model is not deployable
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w01
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-17
win_ratio: 0.522343594836147
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], 'max_input_tokens': 1280, 'best_of': 7, 'max_output_tokens': 64}
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-2a6f-69d4-linear-w01-v19-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v19-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: bash: no job control in this shell
chaiml-2a6f-69d4-linear-w01-v19-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-2a6f-69d4-linear-w01-v19-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Downloaded to shared memory in 57.711s
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpr_675gdt, device:0
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-2a6f-69d4-linear-w01-v19-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-2a6f-69d4-linear-w01-v19-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v19-mkmlizer to finish
Stopping job with name chaiml-2a6f-69d4-linear-w01-v19-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-2a6f-69d4-linear-w01-v19-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v19-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: bash: no job control in this shell
chaiml-2a6f-69d4-linear-w01-v19-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-2a6f-69d4-linear-w01-v19-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Downloaded to shared memory in 51.292s
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptxu785ky, device:0
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: 
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chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: The tokenizer you are loading from '/tmp/tmptxu785ky' 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-2a6f-69d4-linear-w01-v19-mkmlizer: quantized model in 274.799s
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 326.091s
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia/config.json
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/chat_template.jinja s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia/chat_template.jinja
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia/tokenizer_config.json
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia/tokenizer.json
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v19/nvidia/flywheel_model.0.safetensors
Job chaiml-2a6f-69d4-linear-w01-v19-mkmlizer completed after 421.73s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v19-mkmlizer
Pipeline stage MKMLizer completed in 690.19s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-69d4-linear-w01-v19
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v19 to be ready
Inference service chaiml-2a6f-69d4-linear-w01-v19 ready after 150.80429816246033s
Pipeline stage MKMLDeployer completed in 151.65s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.007219076156616s
Received healthy response to inference request in 1.9860646724700928s
Received healthy response to inference request in 2.13655161857605s
Received healthy response to inference request in 2.0379459857940674s
Received healthy response to inference request in 1.667853832244873s
5 requests
0 failed requests
5th percentile: 1.731496000289917
10th percentile: 1.795138168334961
20th percentile: 1.922422504425049
30th percentile: 1.9902955532073974
40th percentile: 1.9987573146820068
50th percentile: 2.007219076156616
60th percentile: 2.0195098400115965
70th percentile: 2.0318006038665772
80th percentile: 2.057667112350464
90th percentile: 2.0971093654632567
95th percentile: 2.1168304920196532
99th percentile: 2.1326073932647707
mean time: 1.9671270370483398
Pipeline stage StressChecker completed in 11.54s
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 0.64s
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 0.65s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v19 status is now deployed due to DeploymentManager action
chaiml-2a6f-69d4-linear-w01_v19 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-69d4-linear-w01_v19 status is now torndown due to DeploymentManager action