developer_uid: zonemercy
submission_id: chaiml-4fa1-6970-linear-w02_v1
model_name: chaiml-4fa1-6970-linear-w02_v1
model_group: ChaiML/4fa1-6970-linear-
status: torndown
timestamp: 2025-10-06T05:01:55+00:00
num_battles: 5515
num_wins: 2674
celo_rating: 1276.08
family_friendly_score: 0.5182
family_friendly_standard_error: 0.0070663818181584265
submission_type: basic
model_repo: ChaiML/4fa1-6970-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5699038751837489, 'latency_mean': 1.754579439163208, 'latency_p50': 1.7444194555282593, 'latency_p90': 1.973612403869629}, {'batch_size': 4, 'throughput': 1.4215989181582558, 'latency_mean': 2.8045664727687836, 'latency_p50': 2.802780270576477, 'latency_p90': 3.175133800506592}, {'batch_size': 5, 'throughput': 1.5713740025465017, 'latency_mean': 3.1566212546825407, 'latency_p50': 3.1347590684890747, 'latency_p90': 3.585631990432739}, {'batch_size': 8, 'throughput': 1.8888013328855209, 'latency_mean': 4.198032895326614, 'latency_p50': 4.213490724563599, 'latency_p90': 4.6996849298477175}, {'batch_size': 10, 'throughput': 2.0080877941293678, 'latency_mean': 4.92821063876152, 'latency_p50': 4.900799870491028, 'latency_p90': 5.581003403663635}, {'batch_size': 12, 'throughput': 2.0761269738999193, 'latency_mean': 5.720761307477951, 'latency_p50': 5.665268301963806, 'latency_p90': 6.638326978683471}, {'batch_size': 15, 'throughput': 2.117419890254014, 'latency_mean': 7.005955517292023, 'latency_p50': 7.0265913009643555, 'latency_p90': 8.048740816116332}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4fa1-6970-linear-w02_v1
is_internal_developer: True
language_model: ChaiML/4fa1-6970-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.77
us_pacific_date: 2025-10-05
win_ratio: 0.48485947416137803
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}
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-4fa1-6970-linear-w02-v1-mkmlizer
Waiting for job on chaiml-4fa1-6970-linear-w02-v1-mkmlizer to finish
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
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chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: Downloaded to shared memory in 52.124s
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: Checking if ChaiML/4fa1-6970-linear-w02 already exists in ChaiML
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpctux5ge8, device:0
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: quantized model in 281.530s
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: Processed model ChaiML/4fa1-6970-linear-w02 in 333.655s
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w02-v1/nvidia
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w02-v1/nvidia/config.json
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w02-v1/nvidia/special_tokens_map.json
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w02-v1/nvidia/tokenizer_config.json
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w02-v1/nvidia/tokenizer.json
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w02-v1/nvidia/flywheel_model.1.safetensors
chaiml-4fa1-6970-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4fa1-6970-linear-w02-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-4fa1-6970-linear-w02-v1-mkmlizer completed after 459.41s with status: succeeded
Stopping job with name chaiml-4fa1-6970-linear-w02-v1-mkmlizer
Pipeline stage MKMLizer completed in 459.89s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-4fa1-6970-linear-w02-v1
Waiting for inference service chaiml-4fa1-6970-linear-w02-v1 to be ready
Inference service chaiml-4fa1-6970-linear-w02-v1 ready after 50.764084577560425s
Pipeline stage MKMLDeployer completed in 52.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.318988800048828s
Received healthy response to inference request in 1.8965044021606445s
Received healthy response to inference request in 1.9982035160064697s
Received healthy response to inference request in 2.0850212574005127s
Received healthy response to inference request in 1.8359754085540771s
5 requests
0 failed requests
5th percentile: 1.8480812072753907
10th percentile: 1.860187005996704
20th percentile: 1.884398603439331
30th percentile: 1.9168442249298097
40th percentile: 1.9575238704681397
50th percentile: 1.9982035160064697
60th percentile: 2.032930612564087
70th percentile: 2.067657709121704
80th percentile: 2.1318147659301756
90th percentile: 2.225401782989502
95th percentile: 2.272195291519165
99th percentile: 2.3096300983428955
mean time: 2.0269386768341064
Pipeline stage StressChecker completed in 11.55s
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 0.65s
Shutdown handler de-registered
chaiml-4fa1-6970-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 2704.68s
Shutdown handler de-registered
chaiml-4fa1-6970-linear-w02_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-4fa1-6970-linear-w02_v1 status is now torndown due to DeploymentManager action