chaiml-4d70-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w02_v2
model_name: chaiml-4d70-fd43-linear-w02_v2
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-10-08T06:57:50+00:00
num_battles: 5866
num_wins: 3545
celo_rating: 1308.93
family_friendly_score: 0.531
family_friendly_standard_error: 0.00705746413380897
submission_type: basic
model_repo: ChaiML/4d70-fd43-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': 0.7272729441745869, 'latency_mean': 1.3749050354957582, 'latency_p50': 1.3790093660354614, 'latency_p90': 1.5058716058731079}, {'batch_size': 4, 'throughput': 1.604004639298773, 'latency_mean': 2.4867294907569883, 'latency_p50': 2.4941697120666504, 'latency_p90': 2.7658715963363645}, {'batch_size': 5, 'throughput': 1.7478668308520042, 'latency_mean': 2.845855712890625, 'latency_p50': 2.828047275543213, 'latency_p90': 3.1728850841522216}, {'batch_size': 8, 'throughput': 1.9983539597524855, 'latency_mean': 3.9797768020629882, 'latency_p50': 4.017706632614136, 'latency_p90': 4.41182689666748}, {'batch_size': 10, 'throughput': 2.074644847126488, 'latency_mean': 4.777887048721314, 'latency_p50': 4.760050892829895, 'latency_p90': 5.526142811775207}, {'batch_size': 12, 'throughput': 2.115952011446743, 'latency_mean': 5.617003232240677, 'latency_p50': 5.651633143424988, 'latency_p90': 6.408364939689636}, {'batch_size': 15, 'throughput': 2.1893533886674827, 'latency_mean': 6.767018930912018, 'latency_p50': 6.859402298927307, 'latency_p90': 7.746621751785279}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w02_v2
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 1.96
us_pacific_date: 2025-10-07
win_ratio: 0.6043300375042618
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': ['###', '</s>', '<|im_end|>', '<|im_start|>', '\n'], '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-fd43-linear-w02-v2-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w02-v2-mkmlizer to finish
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: Downloaded to shared memory in 28.322s
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w02 already exists in ChaiML
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpshulusmy, device:0
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: quantized model in 144.134s
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w02 in 172.457s
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v2/nvidia
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v2/nvidia/config.json
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v2/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v2/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v2/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-fd43-linear-w02-v2-mkmlizer completed after 237.02s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w02-v2-mkmlizer
Pipeline stage MKMLizer completed in 237.47s
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-4d70-fd43-linear-w02-v2
Waiting for inference service chaiml-4d70-fd43-linear-w02-v2 to be ready
Inference service chaiml-4d70-fd43-linear-w02-v2 ready after 60.21932315826416s
Pipeline stage MKMLDeployer completed in 60.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7588465213775635s
Received healthy response to inference request in 1.258023977279663s
Received healthy response to inference request in 1.2598974704742432s
Received healthy response to inference request in 1.3009750843048096s
Received healthy response to inference request in 1.6001746654510498s
5 requests
0 failed requests
5th percentile: 1.258398675918579
10th percentile: 1.2587733745574952
20th percentile: 1.2595227718353272
30th percentile: 1.2681129932403565
40th percentile: 1.284544038772583
50th percentile: 1.3009750843048096
60th percentile: 1.4206549167633056
70th percentile: 1.5403347492218018
80th percentile: 1.6319090366363527
90th percentile: 1.695377779006958
95th percentile: 1.7271121501922606
99th percentile: 1.752499647140503
mean time: 1.4355835437774658
Pipeline stage StressChecker completed in 8.61s
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 0.73s
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 0.63s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w02_v2 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 2116.63s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w02_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w02_v2 status is now torndown due to DeploymentManager action