developer_uid: zonemercy
submission_id: chaiml-cai-synth-v4-eos_69759_v3
model_name: test
model_group: ChaiML/cai-synth-v4_eos-
status: torndown
timestamp: 2025-12-12T18:27:16+00:00
num_battles: 7700
num_wins: 3788
celo_rating: 1281.54
family_friendly_score: 0.613
family_friendly_standard_error: 0.0068881202080103105
submission_type: basic
model_repo: ChaiML/cai-synth-v4_eos-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': 0.42874989749375386, 'latency_mean': 2.332284187078476, 'latency_p50': 2.336530566215515, 'latency_p90': 2.5351176023483277}, {'batch_size': 2, 'throughput': 0.6351375181504005, 'latency_mean': 3.1461816203594206, 'latency_p50': 3.1389673948287964, 'latency_p90': 3.3656809091567994}, {'batch_size': 3, 'throughput': 0.7724420561872634, 'latency_mean': 3.8717866945266723, 'latency_p50': 3.8797861337661743, 'latency_p90': 4.475489234924316}, {'batch_size': 4, 'throughput': 0.8717273161990983, 'latency_mean': 4.5736228573322295, 'latency_p50': 4.587692618370056, 'latency_p90': 5.069260692596435}, {'batch_size': 5, 'throughput': 0.9249152302702699, 'latency_mean': 5.3757479071617125, 'latency_p50': 5.362359285354614, 'latency_p90': 6.1412632942199705}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/cai-synth-v4_eos-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.75
us_pacific_date: 2025-12-05
win_ratio: 0.49194805194805197
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-eos-69759-v3-mkmlizer
Waiting for job on chaiml-cai-synth-v4-eos-69759-v3-mkmlizer to finish
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: bash: no job control in this shell
chaiml-cai-synth-v4-eos-69759-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-eos-69759-v3-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║                                                                     ║
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chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ║                                                                     ║
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: Downloaded to shared memory in 41.552s
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: Checking if ChaiML/cai-synth-v4_eos-cosine already exists in ChaiML
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpuhydwxbk, device:0
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: 
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chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: The tokenizer you are loading from '/tmp/tmpuhydwxbk' 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-eos-69759-v3-mkmlizer: quantized model in 277.362s
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: Processed model ChaiML/cai-synth-v4_eos-cosine in 318.914s
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-eos-69759-v3/nvidia/config.json
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-eos-69759-v3/nvidia/special_tokens_map.json
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-eos-69759-v3/nvidia/tokenizer_config.json
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cai-synth-v4-eos-69759-v3/nvidia/tokenizer.json
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-eos-69759-v3/nvidia/flywheel_model.1.safetensors
chaiml-cai-synth-v4-eos-69759-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cai-synth-v4-eos-69759-v3/nvidia/flywheel_model.0.safetensors
Job chaiml-cai-synth-v4-eos-69759-v3-mkmlizer completed after 418.25s with status: succeeded
Stopping job with name chaiml-cai-synth-v4-eos-69759-v3-mkmlizer
Pipeline stage MKMLizer completed in 418.78s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-cai-synth-v4-eos-69759-v3
Waiting for inference service chaiml-cai-synth-v4-eos-69759-v3 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-cai-synth-v4-eos-69759-v3 ready after 191.64727139472961s
Pipeline stage MKMLDeployer completed in 192.21s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.772467851638794s
Received healthy response to inference request in 2.485917568206787s
Received healthy response to inference request in 2.627091407775879s
Received healthy response to inference request in 2.200468063354492s
Received healthy response to inference request in 2.4117424488067627s
5 requests
0 failed requests
5th percentile: 2.2427229404449465
10th percentile: 2.2849778175354003
20th percentile: 2.3694875717163084
30th percentile: 2.4265774726867675
40th percentile: 2.4562475204467775
50th percentile: 2.485917568206787
60th percentile: 2.542387104034424
70th percentile: 2.5988566398620607
80th percentile: 3.056166696548462
90th percentile: 3.9143172740936283
95th percentile: 4.34339256286621
99th percentile: 4.686652793884277
mean time: 2.899537467956543
Pipeline stage StressChecker completed in 16.14s
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 0.97s
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 0.64s
Shutdown handler de-registered
chaiml-cai-synth-v4-eos_69759_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
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-eos-69759-v3-profiler
Waiting for inference service chaiml-cai-synth-v4-eos-69759-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 2628.76s
Shutdown handler de-registered
chaiml-cai-synth-v4-eos_69759_v3 status is now torndown due to DeploymentManager action