chaiml-ssnew-v5-dpo-lr_24415

developer_uid: chai_backend_admin
submission_id: chaiml-ssnew-v5-dpo-lr_24415_v17
model_name: chaiml-ssnew-v5-dpo-lr_24415_v17
model_group: ChaiML/ssnew-v5-dpo-lr5e
status: torndown
timestamp: 2026-01-16T17:07:51+00:00
num_battles: 10888
num_wins: 5642
celo_rating: 1305.83
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ssnew-v5-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-ssnew-v5-dpo-lr_24415_v17
ineligible_reason: model is not deployable
is_internal_developer: True
language_model: ChaiML/ssnew-v5-dpo-lr5e6b01-lora
model_size: 24B
ranking_group: single
us_pacific_date: 2025-12-23
win_ratio: 0.5181851579720793
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': ['\n', '####', '</s>', 'You:'], '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-ssnew-v5-dpo-lr-24415-v17-mkmlizer
Waiting for job on chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer to finish
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: bash: no job control in this shell
chaiml-ssnew-v5-dpo-lr-24415-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-ssnew-v5-dpo-lr-24415-v17-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: Downloaded to shared memory in 45.378s
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: Checking if ChaiML/ssnew-v5-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4jovfl5h, device:0
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: 
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chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: The tokenizer you are loading from '/tmp/tmp4jovfl5h' 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-ssnew-v5-dpo-lr-24415-v17-mkmlizer: quantized model in 276.560s
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: Processed model ChaiML/ssnew-v5-dpo-lr5e6b01-lora in 321.938s
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v17/nvidia
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v17/nvidia/config.json
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v17/nvidia/special_tokens_map.json
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v17/nvidia/tokenizer_config.json
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v17/nvidia/tokenizer.json
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v17/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v17/nvidia/flywheel_model.0.safetensors
Job chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer completed after 396.56s with status: succeeded
Stopping job with name chaiml-ssnew-v5-dpo-lr-24415-v17-mkmlizer
Pipeline stage MKMLizer completed in 397.05s
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-ssnew-v5-dpo-lr-24415-v17
Waiting for inference service chaiml-ssnew-v5-dpo-lr-24415-v17 to be ready
Failed to get response for submission chaiml-2fe5-c13f-linear-w01_v12: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-2fe5-c13f-linear-w01_v12/predict', 'readfrom tcp 127.0.0.1:56018->127.0.0.1:8080: write tcp 127.0.0.1:56018->127.0.0.1:8080: use of closed network connection\n')
Failed to get response for submission chaiml-chaiwill-qwen3-2_84869_v7: HTTPConnectionPool(host='chaiml-chaiwill-qwen3-2-84869-v7-predictor.tenant-chaiml-guanaco.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-ssnew-v5-dpo-lr-24415-v17 ready after 150.9233124256134s
Pipeline stage MKMLDeployer completed in 151.63s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0343315601348877s
Received healthy response to inference request in 2.354109764099121s
Received healthy response to inference request in 2.227970600128174s
Received healthy response to inference request in 2.0618531703948975s
Received healthy response to inference request in 2.2091801166534424s
5 requests
0 failed requests
5th percentile: 2.03983588218689
10th percentile: 2.0453402042388915
20th percentile: 2.0563488483428953
30th percentile: 2.0913185596466066
40th percentile: 2.1502493381500245
50th percentile: 2.2091801166534424
60th percentile: 2.216696310043335
70th percentile: 2.2242125034332276
80th percentile: 2.253198432922363
90th percentile: 2.303654098510742
95th percentile: 2.328881931304932
99th percentile: 2.349064197540283
mean time: 2.1774890422821045
Pipeline stage StressChecker completed in 12.72s
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 0.63s
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 0.64s
Shutdown handler de-registered
chaiml-ssnew-v5-dpo-lr_24415_v17 status is now deployed due to DeploymentManager action
chaiml-ssnew-v5-dpo-lr_24415_v17 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v5-dpo-lr_24415_v17 status is now protected due to ABTestQueueItem
chaiml-ssnew-v5-dpo-lr_24415_v17 status is now torndown due to DeploymentManager action