chaiml-csfs-v3-3-dpo-l_86358

developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v3-3-dpo-l_86358_v17
model_name: chaiml-csfs-v3-3-dpo-l_86358_v17
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: torndown
timestamp: 2026-01-16T17:07:36+00:00
num_battles: 10723
num_wins: 5458
celo_rating: 1299.47
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: chaiml-prm-kimi-v1-300k_33741_v7
display_name: chaiml-csfs-v3-3-dpo-l_86358_v17
ineligible_reason: model is not deployable
is_internal_developer: True
language_model: ChaiML/csfs-v3-3-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-23
win_ratio: 0.5089993471976126
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '\n', '####', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {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-csfs-v3-3-dpo-l-86358-v17-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer to finish
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: bash: no job control in this shell
chaiml-csfs-v3-3-dpo-l-86358-v17-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-csfs-v3-3-dpo-l-86358-v17-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: Downloaded to shared memory in 47.391s
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeimw8_ge, device:0
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: 
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chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: The tokenizer you are loading from '/tmp/tmpeimw8_ge' 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-csfs-v3-3-dpo-l-86358-v17-mkmlizer: quantized model in 275.993s
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 323.384s
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v17/nvidia
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v17/nvidia/config.json
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v17/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v17/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v17/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v17/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v17/nvidia/flywheel_model.0.safetensors
Job chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer completed after 378.77s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-l-86358-v17-mkmlizer
Pipeline stage MKMLizer completed in 379.27s
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-csfs-v3-3-dpo-l-86358-v17
Waiting for inference service chaiml-csfs-v3-3-dpo-l-86358-v17 to be ready
Inference service chaiml-csfs-v3-3-dpo-l-86358-v17 ready after 151.1809344291687s
Pipeline stage MKMLDeployer completed in 151.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9922189712524414s
Received healthy response to inference request in 2.4725687503814697s
Received healthy response to inference request in 1.752284049987793s
Received healthy response to inference request in 2.322364568710327s
Received healthy response to inference request in 2.0287106037139893s
5 requests
0 failed requests
5th percentile: 1.8002710342407227
10th percentile: 1.8482580184936523
20th percentile: 1.9442319869995117
30th percentile: 1.999517297744751
40th percentile: 2.01411395072937
50th percentile: 2.0287106037139893
60th percentile: 2.1461721897125243
70th percentile: 2.2636337757110594
80th percentile: 2.3524054050445558
90th percentile: 2.4124870777130125
95th percentile: 2.442527914047241
99th percentile: 2.466560583114624
mean time: 2.113629388809204
Pipeline stage StressChecker completed in 12.05s
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 0.62s
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 0.60s
Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-l_86358_v17 status is now deployed due to DeploymentManager action
chaiml-csfs-v3-3-dpo-l_86358_v17 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v3-3-dpo-l_86358_v17 status is now protected due to ABTestQueueItem
chaiml-csfs-v3-3-dpo-l_86358_v17 status is now torndown due to DeploymentManager action