developer_uid: zonemercy
submission_id: chaiml-cai-synth-v4-cos_97956_v3
model_name: test
model_group: ChaiML/cai-synth-v4_cosi
status: torndown
timestamp: 2025-12-12T18:27:12+00:00
num_battles: 5631
num_wins: 2728
celo_rating: 1285.46
family_friendly_score: 0.6174
family_friendly_standard_error: 0.0068733869380386255
submission_type: basic
model_repo: ChaiML/cai-synth-v4_cosine-lr2e6g16
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': 0.4258104354915554, 'latency_mean': 2.348384679555893, 'latency_p50': 2.3416651487350464, 'latency_p90': 2.5641201019287108}, {'batch_size': 2, 'throughput': 0.6324698960853162, 'latency_mean': 3.154861590862274, 'latency_p50': 3.160819172859192, 'latency_p90': 3.3833051204681395}, {'batch_size': 3, 'throughput': 0.7730654322110793, 'latency_mean': 3.8716542637348175, 'latency_p50': 3.8750150203704834, 'latency_p90': 4.519123649597168}, {'batch_size': 4, 'throughput': 0.8678383548520093, 'latency_mean': 4.58163075208664, 'latency_p50': 4.571781635284424, 'latency_p90': 5.254327178001404}, {'batch_size': 5, 'throughput': 0.9268505219937034, 'latency_mean': 5.369026049375534, 'latency_p50': 5.376018524169922, 'latency_p90': 6.120552062988281}]
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-lr2e6g16
model_size: 24B
ranking_group: single
throughput_3p7s: 0.75
us_pacific_date: 2025-12-05
win_ratio: 0.48446101935713015
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:', '</s>', 'User:'], '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-97956-v3-mkmlizer
Waiting for job on chaiml-cai-synth-v4-cos-97956-v3-mkmlizer to finish
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: bash: no job control in this shell
chaiml-cai-synth-v4-cos-97956-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-cos-97956-v3-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║                                                                     ║
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chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: Downloaded to shared memory in 43.777s
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: Checking if ChaiML/cai-synth-v4_cosine-lr2e6g16 already exists in ChaiML
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz8esrxgr, device:0
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: 
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chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: The tokenizer you are loading from '/tmp/tmpz8esrxgr' 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-97956-v3-mkmlizer: quantized model in 277.651s
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: Processed model ChaiML/cai-synth-v4_cosine-lr2e6g16 in 321.429s
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-97956-v3/nvidia
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-97956-v3/nvidia/config.json
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-97956-v3/nvidia/special_tokens_map.json
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-97956-v3/nvidia/tokenizer_config.json
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-97956-v3/nvidia/tokenizer.json
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-97956-v3/nvidia/flywheel_model.1.safetensors
chaiml-cai-synth-v4-cos-97956-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-cos-97956-v3/nvidia/flywheel_model.0.safetensors
Job chaiml-cai-synth-v4-cos-97956-v3-mkmlizer completed after 392.17s with status: succeeded
Stopping job with name chaiml-cai-synth-v4-cos-97956-v3-mkmlizer
Pipeline stage MKMLizer completed in 392.98s
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-cai-synth-v4-cos-97956-v3
Waiting for inference service chaiml-cai-synth-v4-cos-97956-v3 to be ready
Inference service chaiml-cai-synth-v4-cos-97956-v3 ready after 192.37960934638977s
Pipeline stage MKMLDeployer completed in 192.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.521550416946411s
Received healthy response to inference request in 2.1684248447418213s
Received healthy response to inference request in 2.2108590602874756s
Received healthy response to inference request in 2.5523808002471924s
Received healthy response to inference request in 2.2569429874420166s
5 requests
0 failed requests
5th percentile: 2.1769116878509522
10th percentile: 2.185398530960083
20th percentile: 2.2023722171783446
30th percentile: 2.220075845718384
40th percentile: 2.2385094165802
50th percentile: 2.2569429874420166
60th percentile: 2.3627859592437743
70th percentile: 2.468628931045532
80th percentile: 2.5277164936065675
90th percentile: 2.5400486469268797
95th percentile: 2.546214723587036
99th percentile: 2.551147584915161
mean time: 2.3420316219329833
Pipeline stage StressChecker completed in 13.27s
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 0.70s
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 1.04s
Shutdown handler de-registered
chaiml-cai-synth-v4-cos_97956_v3 status is now deployed due to DeploymentManager action
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 2532.53s
Shutdown handler de-registered
chaiml-cai-synth-v4-cos_97956_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-cai-synth-v4-cos_97956_v3 status is now torndown due to DeploymentManager action