chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v10
model_name: test
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-11-13T18:21:32+00:00
num_battles: 5851
num_wins: 3107
celo_rating: 1322.38
family_friendly_score: 0.492
family_friendly_standard_error: 0.007070162657251953
submission_type: basic
model_repo: ChaiML/4d70-fd43-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.45852564777512866, 'latency_mean': 2.180783635377884, 'latency_p50': 2.1678327322006226, 'latency_p90': 2.301600122451782}, {'batch_size': 3, 'throughput': 0.9872397715923885, 'latency_mean': 3.0289702129364016, 'latency_p50': 3.029431939125061, 'latency_p90': 3.2017651319503786}, {'batch_size': 5, 'throughput': 1.2578032069452934, 'latency_mean': 3.9598955476284026, 'latency_p50': 3.9570999145507812, 'latency_p90': 4.320180058479309}, {'batch_size': 6, 'throughput': 1.3607661401620392, 'latency_mean': 4.372216200828552, 'latency_p50': 4.375743508338928, 'latency_p90': 4.735397672653198}, {'batch_size': 8, 'throughput': 1.4898751468376623, 'latency_mean': 5.3392114210128785, 'latency_p50': 5.367386341094971, 'latency_p90': 5.788242220878601}, {'batch_size': 10, 'throughput': 1.5496549934365562, 'latency_mean': 6.398008980751038, 'latency_p50': 6.382352113723755, 'latency_p90': 7.0055705308914185}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.2
us_pacific_date: 2025-11-10
win_ratio: 0.5310203384036917
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['\n', '</s>', '<|im_end|>', '###', '<|im_start|>'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 128}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-4d70-fd43-linear-w01-v10-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v10-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: Downloaded to shared memory in 36.263s
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpf9dku0ur, device:0
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: quantized model in 144.735s
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 180.998s
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v10/nvidia
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v10/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v10/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v10/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v10/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v10/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v10-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v10-mkmlizer completed after 221.97s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v10-mkmlizer
Pipeline stage MKMLizer completed in 222.53s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v10
Waiting for inference service chaiml-4d70-fd43-linear-w01-v10 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v10 ready after 172.60676836967468s
Pipeline stage MKMLDeployer completed in 173.65s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.866269111633301s
Received healthy response to inference request in 2.462998628616333s
Received healthy response to inference request in 2.3244106769561768s
Received healthy response to inference request in 2.669285774230957s
Received healthy response to inference request in 2.2837514877319336s
5 requests
0 failed requests
5th percentile: 2.2918833255767823
10th percentile: 2.300015163421631
20th percentile: 2.316278839111328
30th percentile: 2.352128267288208
40th percentile: 2.4075634479522705
50th percentile: 2.462998628616333
60th percentile: 2.5455134868621827
70th percentile: 2.6280283451080324
80th percentile: 2.7086824417114257
90th percentile: 2.7874757766723635
95th percentile: 2.826872444152832
99th percentile: 2.858389778137207
mean time: 2.52134313583374
Pipeline stage StressChecker completed in 15.41s
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 1.29s
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 1.50s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v10 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
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2679.45s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v10 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v10 status is now torndown due to DeploymentManager action