chaiml-2a6f-69d4-linear-w01

developer_uid: chai_backend_admin
submission_id: chaiml-2a6f-69d4-linear-w01_v20
model_name: chaiml-2a6f-69d4-linear-w01_v20
model_group: ChaiML/2a6f-69d4-linear-
status: inactive
timestamp: 2026-01-26T16:05:32+00:00
num_battles: 13726
num_wins: 7124
celo_rating: 1306.63
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_33741_v7
display_name: chaiml-2a6f-69d4-linear-w01_v20
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: 2025-12-23
win_ratio: 0.519015008013988
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-v20-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v20-mkmlizer to finish
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: bash: no job control in this shell
chaiml-2a6f-69d4-linear-w01-v20-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-v20-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: Downloaded to shared memory in 56.853s
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpojr1hpaj, device:0
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: 
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chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: The tokenizer you are loading from '/tmp/tmpojr1hpaj' 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-v20-mkmlizer: quantized model in 273.059s
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 329.913s
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia/config.json
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: cp /dev/shm/model_cache/chat_template.jinja s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia/chat_template.jinja
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia/tokenizer_config.json
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia/tokenizer.json
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v20/nvidia/flywheel_model.0.safetensors
Job chaiml-2a6f-69d4-linear-w01-v20-mkmlizer completed after 379.24s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v20-mkmlizer
Pipeline stage MKMLizer completed in 380.14s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-69d4-linear-w01-v20
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v20 to be ready
Inference service chaiml-2a6f-69d4-linear-w01-v20 ready after 140.88362956047058s
Pipeline stage MKMLDeployer completed in 141.56s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.948462963104248s
Received healthy response to inference request in 2.4819159507751465s
Received healthy response to inference request in 1.9472198486328125s
Received healthy response to inference request in 1.9506354331970215s
Received healthy response to inference request in 2.278045892715454s
5 requests
0 failed requests
5th percentile: 1.9474684715270996
10th percentile: 1.9477170944213866
20th percentile: 1.948214340209961
30th percentile: 1.9488974571228028
40th percentile: 1.9497664451599122
50th percentile: 1.9506354331970215
60th percentile: 2.0815996170043944
70th percentile: 2.2125638008117674
80th percentile: 2.3188199043273925
90th percentile: 2.4003679275512697
95th percentile: 2.441141939163208
99th percentile: 2.4737611484527586
mean time: 2.1212560176849364
Pipeline stage StressChecker completed in 11.82s
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 0.65s
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 0.88s
Shutdown handler de-registered
chaiml-2a6f-69d4-linear-w01_v20 status is now deployed due to DeploymentManager action
chaiml-2a6f-69d4-linear-w01_v20 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-69d4-linear-w01_v20 status is now protected due to ABTestQueueItem
chaiml-2a6f-69d4-linear-w01_v20 status is now torndown due to DeploymentManager action
chaiml-2a6f-69d4-linear-w01_v20 status is now inactive due to ABTestQueueItem