chaiml-ssnew-v5-dpo-lr_24415

developer_uid: chai_backend_admin
submission_id: chaiml-ssnew-v5-dpo-lr_24415_v16
model_name: chaiml-ssnew-v5-dpo-lr_24415_v16
model_group: ChaiML/ssnew-v5-dpo-lr5e
status: torndown
timestamp: 2026-01-14T16:59:54+00:00
num_battles: 7390
num_wins: 3757
celo_rating: 1299.08
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_92220_v2
display_name: chaiml-ssnew-v5-dpo-lr_24415_v16
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: 2025-12-17
win_ratio: 0.5083897158322057
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', 'You:', '</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-ssnew-v5-dpo-lr-24415-v16-mkmlizer
Waiting for job on chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer to finish
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: bash: no job control in this shell
chaiml-ssnew-v5-dpo-lr-24415-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-ssnew-v5-dpo-lr-24415-v16-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ║                                                                     ║
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: Downloaded to shared memory in 53.167s
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: Checking if ChaiML/ssnew-v5-dpo-lr5e6b01-lora already exists in ChaiML
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0i08ifsn, device:0
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: 
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chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: The tokenizer you are loading from '/tmp/tmp0i08ifsn' 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-v16-mkmlizer: quantized model in 278.424s
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: Processed model ChaiML/ssnew-v5-dpo-lr5e6b01-lora in 331.592s
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v16/nvidia
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v16/nvidia/config.json
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v16/nvidia/special_tokens_map.json
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v16/nvidia/tokenizer_config.json
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v16/nvidia/tokenizer.json
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v16/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v5-dpo-lr-24415-v16/nvidia/flywheel_model.0.safetensors
Job chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer completed after 451.41s with status: succeeded
Stopping job with name chaiml-ssnew-v5-dpo-lr-24415-v16-mkmlizer
Pipeline stage MKMLizer completed in 451.96s
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-v16
Waiting for inference service chaiml-ssnew-v5-dpo-lr-24415-v16 to be ready
Inference service chaiml-ssnew-v5-dpo-lr-24415-v16 ready after 160.85440230369568s
Pipeline stage MKMLDeployer completed in 161.44s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 9.838443040847778s
{"detail":"HTTPConnectionPool(host='chaiml-prm-kimi-v1-300k-92220-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)"}
Received unhealthy response to inference request!
{"detail":"HTTPConnectionPool(host='chaiml-prm-kimi-v1-300k-92220-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)"}
Received unhealthy response to inference request!
Received healthy response to inference request in 1.669010877609253s
Received healthy response to inference request in 2.718376398086548s
5 requests
2 failed requests
5th percentile: 1.8788839817047118
10th percentile: 2.0887570858001707
20th percentile: 2.508503293991089
30th percentile: 4.142389726638793
40th percentile: 6.990416383743287
50th percentile: 9.838443040847778
60th percentile: 11.596966123580932
70th percentile: 13.355489206314086
80th percentile: 14.253033065795899
90th percentile: 14.289597702026366
95th percentile: 14.307880020141601
99th percentile: 14.322505874633789
mean time: 8.557348680496215
%s, retrying in %s seconds...
Received healthy response to inference request in 2.0616965293884277s
Received healthy response to inference request in 2.6233103275299072s
Received healthy response to inference request in 2.135805130004883s
Received healthy response to inference request in 2.4008588790893555s
Received healthy response to inference request in 1.8564574718475342s
5 requests
0 failed requests
5th percentile: 1.897505283355713
10th percentile: 1.9385530948638916
20th percentile: 2.020648717880249
30th percentile: 2.076518249511719
40th percentile: 2.106161689758301
50th percentile: 2.135805130004883
60th percentile: 2.241826629638672
70th percentile: 2.347848129272461
80th percentile: 2.445349168777466
90th percentile: 2.5343297481536866
95th percentile: 2.5788200378417967
99th percentile: 2.614412269592285
mean time: 2.2156256675720214
Pipeline stage StressChecker completed in 56.69s
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 0.66s
Shutdown handler de-registered
chaiml-ssnew-v5-dpo-lr_24415_v16 status is now deployed due to DeploymentManager action
chaiml-ssnew-v5-dpo-lr_24415_v16 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v5-dpo-lr_24415_v16 status is now torndown due to DeploymentManager action