developer_uid: zonemercy
submission_id: chaiml-cai-synth-v4-cosine_v3
model_name: test
model_group: ChaiML/cai-synth-v4_cosi
status: torndown
timestamp: 2025-12-12T18:27:14+00:00
num_battles: 5776
num_wins: 2778
celo_rating: 1282.38
family_friendly_score: 0.6072
family_friendly_standard_error: 0.006906636808172267
submission_type: basic
model_repo: ChaiML/cai-synth-v4_cosine
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': 0.4301751613936709, 'latency_mean': 2.324571591615677, 'latency_p50': 2.3181819915771484, 'latency_p90': 2.535488748550415}, {'batch_size': 2, 'throughput': 0.6407722250787574, 'latency_mean': 3.1173049926757814, 'latency_p50': 3.1149682998657227, 'latency_p90': 3.3662115335464478}, {'batch_size': 3, 'throughput': 0.7752798828317228, 'latency_mean': 3.8524289190769196, 'latency_p50': 3.856004238128662, 'latency_p90': 4.272900176048279}, {'batch_size': 4, 'throughput': 0.8722876930718206, 'latency_mean': 4.563476393222809, 'latency_p50': 4.5729769468307495, 'latency_p90': 5.119200325012207}, {'batch_size': 5, 'throughput': 0.9331818534906465, 'latency_mean': 5.3408959090709685, 'latency_p50': 5.380282044410706, 'latency_p90': 6.042329740524292}]
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
model_size: 24B
ranking_group: single
throughput_3p7s: 0.75
us_pacific_date: 2025-12-05
win_ratio: 0.4809556786703601
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>', 'User:', 'You:'], '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-cosine-v3-mkmlizer
Waiting for job on chaiml-cai-synth-v4-cosine-v3-mkmlizer to finish
chaiml-cai-synth-v4-cosine-v3-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-cai-synth-v4-cosine-v3-mkmlizer: bash: no job control in this shell
chaiml-cai-synth-v4-cosine-v3-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-cosine-v3-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cosine-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-synth-v4-cosine-v3-mkmlizer: Downloaded to shared memory in 43.847s
chaiml-cai-synth-v4-cosine-v3-mkmlizer: Checking if ChaiML/cai-synth-v4_cosine already exists in ChaiML
chaiml-cai-synth-v4-cosine-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw9868tn1, device:0
chaiml-cai-synth-v4-cosine-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-synth-v4-cosine-v3-mkmlizer: 
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chaiml-cai-synth-v4-cosine-v3-mkmlizer: The tokenizer you are loading from '/tmp/tmpw9868tn1' 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-cosine-v3-mkmlizer: quantized model in 276.410s
chaiml-cai-synth-v4-cosine-v3-mkmlizer: Processed model ChaiML/cai-synth-v4_cosine in 320.258s
chaiml-cai-synth-v4-cosine-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-synth-v4-cosine-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-synth-v4-cosine-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-synth-v4-cosine-v3/nvidia
chaiml-cai-synth-v4-cosine-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cosine-v3/nvidia/config.json
chaiml-cai-synth-v4-cosine-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cosine-v3/nvidia/special_tokens_map.json
chaiml-cai-synth-v4-cosine-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cosine-v3/nvidia/tokenizer_config.json
Failed to get response for submission chaiml-2a6f-69d4-linear-w01_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-2a6f-69d4-linear-w01_v7/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.0.120.243:8080/models/chaiml-2a6f-69d4-linear-w01_v7/predict\'"}')
chaiml-cai-synth-v4-cosine-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-cosine-v3/nvidia/flywheel_model.1.safetensors
chaiml-cai-synth-v4-cosine-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-cosine-v3/nvidia/flywheel_model.0.safetensors
Job chaiml-cai-synth-v4-cosine-v3-mkmlizer completed after 379.72s with status: succeeded
Stopping job with name chaiml-cai-synth-v4-cosine-v3-mkmlizer
Pipeline stage MKMLizer completed in 381.02s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.95s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-synth-v4-cosine-v3
Waiting for inference service chaiml-cai-synth-v4-cosine-v3 to be ready
Inference service chaiml-cai-synth-v4-cosine-v3 ready after 190.99921417236328s
Pipeline stage MKMLDeployer completed in 191.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3323867321014404s
Received healthy response to inference request in 2.321112632751465s
Received healthy response to inference request in 2.436863660812378s
Received healthy response to inference request in 2.1299612522125244s
Received healthy response to inference request in 2.2625653743743896s
5 requests
0 failed requests
5th percentile: 2.1564820766448975
10th percentile: 2.1830029010772707
20th percentile: 2.2360445499420165
30th percentile: 2.2742748260498047
40th percentile: 2.2976937294006348
50th percentile: 2.321112632751465
60th percentile: 2.3256222724914553
70th percentile: 2.3301319122314452
80th percentile: 2.353282117843628
90th percentile: 2.395072889328003
95th percentile: 2.4159682750701905
99th percentile: 2.4326845836639404
mean time: 2.2965779304504395
Pipeline stage StressChecker completed in 13.28s
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 3.12s
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 1.49s
Shutdown handler de-registered
chaiml-cai-synth-v4-cosine_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-cai-synth-v4-cosine-v3-profiler
Waiting for inference service chaiml-cai-synth-v4-cosine-v3-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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 2594.53s
Shutdown handler de-registered
chaiml-cai-synth-v4-cosine_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-synth-v4-cosine_v3 status is now torndown due to DeploymentManager action