chaiml-4d70-c13f-linear-w02

developer_uid: zonemercy
submission_id: chaiml-4d70-c13f-linear-w02_v1
model_name: chaiml-4d70-c13f-linear-w02_v1
model_group: ChaiML/4d70-c13f-linear-
status: torndown
timestamp: 2025-10-07T06:29:38+00:00
num_battles: 6302
num_wins: 3265
celo_rating: 1305.66
family_friendly_score: 0.5278
family_friendly_standard_error: 0.007060129743850322
submission_type: basic
model_repo: ChaiML/4d70-c13f-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7217992304594655, 'latency_mean': 1.3853305137157441, 'latency_p50': 1.3884743452072144, 'latency_p90': 1.5071941614151}, {'batch_size': 4, 'throughput': 1.5993211987487215, 'latency_mean': 2.4835760188102722, 'latency_p50': 2.487928628921509, 'latency_p90': 2.7169668197631833}, {'batch_size': 5, 'throughput': 1.7232390289212423, 'latency_mean': 2.8905143415927887, 'latency_p50': 2.9063481092453003, 'latency_p90': 3.274592065811157}, {'batch_size': 8, 'throughput': 1.9673356688974648, 'latency_mean': 4.03614470243454, 'latency_p50': 4.019490718841553, 'latency_p90': 4.502930784225464}, {'batch_size': 10, 'throughput': 2.0400393292437045, 'latency_mean': 4.862413992881775, 'latency_p50': 4.897887110710144, 'latency_p90': 5.4835591316223145}, {'batch_size': 12, 'throughput': 2.090667090418923, 'latency_mean': 5.6831725513935085, 'latency_p50': 5.710297465324402, 'latency_p90': 6.438778305053711}, {'batch_size': 15, 'throughput': 2.1154189386942766, 'latency_mean': 6.9912738561630245, 'latency_p50': 7.031527400016785, 'latency_p90': 8.06313784122467}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-c13f-linear-w02_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-c13f-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 1.92
us_pacific_date: 2025-10-06
win_ratio: 0.5180894953982863
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', '<|im_start|>', '</s>', '<|im_end|>', '###'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
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-c13f-linear-w02-v1-mkmlizer
Waiting for job on chaiml-4d70-c13f-linear-w02-v1-mkmlizer to finish
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║                                                                     ║
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chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: Downloaded to shared memory in 32.084s
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: Checking if ChaiML/4d70-c13f-linear-w02 already exists in ChaiML
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphhakg_fn, device:0
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: quantized model in 144.013s
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: Processed model ChaiML/4d70-c13f-linear-w02 in 176.097s
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v1/nvidia
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v1/nvidia/config.json
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v1/nvidia/special_tokens_map.json
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v1/nvidia/tokenizer_config.json
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v1/nvidia/tokenizer.json
chaiml-4d70-c13f-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-c13f-linear-w02-v1-mkmlizer completed after 250.82s with status: succeeded
Stopping job with name chaiml-4d70-c13f-linear-w02-v1-mkmlizer
Pipeline stage MKMLizer completed in 251.55s
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-4d70-c13f-linear-w02-v1
Waiting for inference service chaiml-4d70-c13f-linear-w02-v1 to be ready
Inference service chaiml-4d70-c13f-linear-w02-v1 ready after 51.170156478881836s
Pipeline stage MKMLDeployer completed in 53.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7541313171386719s
Received healthy response to inference request in 1.3772692680358887s
Received healthy response to inference request in 1.3725073337554932s
Received healthy response to inference request in 1.2931029796600342s
Received healthy response to inference request in 1.2323741912841797s
5 requests
0 failed requests
5th percentile: 1.2445199489593506
10th percentile: 1.2566657066345215
20th percentile: 1.2809572219848633
30th percentile: 1.308983850479126
40th percentile: 1.3407455921173095
50th percentile: 1.3725073337554932
60th percentile: 1.3744121074676514
70th percentile: 1.3763168811798097
80th percentile: 1.4526416778564455
90th percentile: 1.6033864974975587
95th percentile: 1.678758907318115
99th percentile: 1.7390568351745606
mean time: 1.4058770179748534
Pipeline stage StressChecker completed in 8.60s
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 0.98s
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 0.65s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w02_v1 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2157.06s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w02_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-c13f-linear-w02_v1 status is now torndown due to DeploymentManager action