chaiml-csfs-v3-3-dpo-l_86358

developer_uid: chai_backend_admin
submission_id: chaiml-csfs-v3-3-dpo-l_86358_v16
model_name: chaiml-csfs-v3-3-dpo-l_86358_v16
model_group: ChaiML/csfs-v3-3-dpo-lr5
status: torndown
timestamp: 2026-01-14T16:59:08+00:00
num_battles: 7402
num_wins: 3870
celo_rating: 1309.22
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_92220_v2
display_name: chaiml-csfs-v3-3-dpo-l_86358_v16
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: 2025-12-17
win_ratio: 0.5228316671169954
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': ['</s>', '\n', '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-csfs-v3-3-dpo-l-86358-v16-mkmlizer
Waiting for job on chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer to finish
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: bash: no job control in this shell
chaiml-csfs-v3-3-dpo-l-86358-v16-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-v16-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║                                                                     ║
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chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  belonging to:                                                      ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ║                                                                     ║
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: Downloaded to shared memory in 55.062s
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: Checking if ChaiML/csfs-v3-3-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1axm8ocb, device:0
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: 
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chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: The tokenizer you are loading from '/tmp/tmp1axm8ocb' 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-v16-mkmlizer: quantized model in 277.665s
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: Processed model ChaiML/csfs-v3-3-dpo-lr5e6b01-lora in 332.728s
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: creating bucket guanaco-mkml-models
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v16/nvidia
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v16/nvidia/special_tokens_map.json
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v16/nvidia/config.json
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v16/nvidia/tokenizer_config.json
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v16/nvidia/tokenizer.json
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v16/nvidia/flywheel_model.1.safetensors
chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-csfs-v3-3-dpo-l-86358-v16/nvidia/flywheel_model.0.safetensors
Job chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer completed after 472.53s with status: succeeded
Stopping job with name chaiml-csfs-v3-3-dpo-l-86358-v16-mkmlizer
Pipeline stage MKMLizer completed in 473.18s
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-v16
Waiting for inference service chaiml-csfs-v3-3-dpo-l-86358-v16 to be ready
Inference service chaiml-csfs-v3-3-dpo-l-86358-v16 ready after 150.93403124809265s
Pipeline stage MKMLDeployer completed in 151.49s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.4049534797668457s
Received healthy response to inference request in 2.020163059234619s
Received healthy response to inference request in 2.0465238094329834s
Received healthy response to inference request in 2.788621187210083s
5 requests
1 failed requests
5th percentile: 2.025435209274292
10th percentile: 2.030707359313965
20th percentile: 2.0412516593933105
30th percentile: 2.1182097434997558
40th percentile: 2.261581611633301
50th percentile: 2.4049534797668457
60th percentile: 2.5584205627441405
70th percentile: 2.7118876457214354
80th percentile: 6.262036323547367
90th percentile: 13.208866596221926
95th percentile: 16.6822817325592
99th percentile: 19.46101384162903
mean time: 5.883191680908203
%s, retrying in %s seconds...
Received healthy response to inference request in 2.134308338165283s
Received healthy response to inference request in 2.1697440147399902s
Received healthy response to inference request in 2.110393762588501s
Received healthy response to inference request in 1.8779737949371338s
Received healthy response to inference request in 1.715287685394287s
5 requests
0 failed requests
5th percentile: 1.7478249073028564
10th percentile: 1.7803621292114258
20th percentile: 1.8454365730285645
30th percentile: 1.9244577884674072
40th percentile: 2.017425775527954
50th percentile: 2.110393762588501
60th percentile: 2.119959592819214
70th percentile: 2.1295254230499268
80th percentile: 2.1413954734802245
90th percentile: 2.1555697441101076
95th percentile: 2.162656879425049
99th percentile: 2.168326587677002
mean time: 2.001541519165039
Pipeline stage StressChecker completed in 42.03s
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 0.61s
Shutdown handler de-registered
chaiml-csfs-v3-3-dpo-l_86358_v16 status is now deployed due to DeploymentManager action
chaiml-csfs-v3-3-dpo-l_86358_v16 status is now inactive due to auto deactivation removed underperforming models
chaiml-csfs-v3-3-dpo-l_86358_v16 status is now torndown due to DeploymentManager action