developer_uid: zonemercy
submission_id: chaiml-cai-synth-v4-cos_41572_v4
model_name: test
model_group: ChaiML/cai-synth-v4_cosi
status: torndown
timestamp: 2025-12-12T18:27:11+00:00
num_battles: 6195
num_wins: 2992
celo_rating: 1285.16
family_friendly_score: 0.6194
family_friendly_standard_error: 0.006866493136965914
submission_type: basic
model_repo: ChaiML/cai-synth-v4_cosine-lr5e6g32
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 72
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4239175588824192, 'latency_mean': 2.3588691198825837, 'latency_p50': 2.3705828189849854, 'latency_p90': 2.561622881889343}, {'batch_size': 2, 'throughput': 0.6382092633561547, 'latency_mean': 3.1277596616744994, 'latency_p50': 3.12751305103302, 'latency_p90': 3.3795170545578004}, {'batch_size': 3, 'throughput': 0.7804798475142977, 'latency_mean': 3.8226862835884092, 'latency_p50': 3.8377232551574707, 'latency_p90': 4.168792366981506}, {'batch_size': 4, 'throughput': 0.8815422921103395, 'latency_mean': 4.527196238040924, 'latency_p50': 4.5026633739471436, 'latency_p90': 5.150322580337525}, {'batch_size': 5, 'throughput': 0.9330645402004516, 'latency_mean': 5.324083405733108, 'latency_p50': 5.330116152763367, 'latency_p90': 5.955021548271179}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-synth-v4_cosine-lr5e6g32
model_size: 24B
ranking_group: single
throughput_3p7s: 0.76
us_pacific_date: 2025-12-05
win_ratio: 0.4829701372074253
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:', 'User:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 72}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {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-cai-synth-v4-cos-41572-v4-mkmlizer
Waiting for job on chaiml-cai-synth-v4-cos-41572-v4-mkmlizer to finish
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
Retrying (%r) after connection broken by '%r': %s
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: bash: no job control in this shell
chaiml-cai-synth-v4-cos-41572-v4-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-cai-synth-v4-cos-41572-v4-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║                                                                     ║
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chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: Downloaded to shared memory in 46.726s
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: Checking if ChaiML/cai-synth-v4_cosine-lr5e6g32 already exists in ChaiML
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpv68to6p2, device:0
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: 
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chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: The tokenizer you are loading from '/tmp/tmpv68to6p2' 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-cai-synth-v4-cos-41572-v4-mkmlizer: quantized model in 276.726s
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: Processed model ChaiML/cai-synth-v4_cosine-lr5e6g32 in 323.452s
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-41572-v4/nvidia
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-41572-v4/nvidia/config.json
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-41572-v4/nvidia/special_tokens_map.json
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-41572-v4/nvidia/tokenizer_config.json
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-41572-v4/nvidia/tokenizer.json
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-41572-v4/nvidia/flywheel_model.1.safetensors
chaiml-cai-synth-v4-cos-41572-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-41572-v4/nvidia/flywheel_model.0.safetensors
Job chaiml-cai-synth-v4-cos-41572-v4-mkmlizer completed after 390.06s with status: succeeded
Stopping job with name chaiml-cai-synth-v4-cos-41572-v4-mkmlizer
Pipeline stage MKMLizer completed in 390.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-synth-v4-cos-41572-v4
Waiting for inference service chaiml-cai-synth-v4-cos-41572-v4 to be ready
Inference service chaiml-cai-synth-v4-cos-41572-v4 ready after 191.41265201568604s
Pipeline stage MKMLDeployer completed in 192.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6091270446777344s
Received healthy response to inference request in 3.0184426307678223s
Received healthy response to inference request in 2.7188541889190674s
Received healthy response to inference request in 2.1581661701202393s
Received healthy response to inference request in 2.3045895099639893s
5 requests
0 failed requests
5th percentile: 2.1874508380889894
10th percentile: 2.216735506057739
20th percentile: 2.275304841995239
30th percentile: 2.365497016906738
40th percentile: 2.4873120307922365
50th percentile: 2.6091270446777344
60th percentile: 2.6530179023742675
70th percentile: 2.6969087600708006
80th percentile: 2.7787718772888184
90th percentile: 2.8986072540283203
95th percentile: 2.9585249423980713
99th percentile: 3.006459093093872
mean time: 2.5618359088897704
Pipeline stage StressChecker completed in 14.34s
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 0.76s
Shutdown handler de-registered
chaiml-cai-synth-v4-cos_41572_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-synth-v4-cos-41572-v4-profiler
Waiting for inference service chaiml-cai-synth-v4-cos-41572-v4-profiler to be ready
Shutdown handler registered
run pipeline %s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Generating Leaderboard row for %s
Generated Leaderboard row for %s
Pipeline stage OfflineFamilyFriendlyScorer completed in 2536.43s
Shutdown handler de-registered
chaiml-cai-synth-v4-cos_41572_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-synth-v4-cos_41572_v4 status is now torndown due to DeploymentManager action