chaiml-4d70-fd43-linear-w01

developer_uid: qdv206
submission_id: chaiml-4d70-fd43-linear-w01_v11
model_name: chaiml-4d70-fd43-linear-w01_v5
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-11-14T19:36:33+00:00
num_battles: 5624
num_wins: 2989
celo_rating: 1305.75
family_friendly_score: 0.5238
family_friendly_standard_error: 0.007063052597850309
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: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7298280431554847, 'latency_mean': 1.3700683188438416, 'latency_p50': 1.3672665357589722, 'latency_p90': 1.502875018119812}, {'batch_size': 4, 'throughput': 1.6182763698607376, 'latency_mean': 2.4621708643436433, 'latency_p50': 2.4756762981414795, 'latency_p90': 2.741318392753601}, {'batch_size': 5, 'throughput': 1.7329016740513268, 'latency_mean': 2.872884829044342, 'latency_p50': 2.880005955696106, 'latency_p90': 3.2390368938446046}, {'batch_size': 8, 'throughput': 1.9957164864919223, 'latency_mean': 3.975073355436325, 'latency_p50': 3.971763014793396, 'latency_p90': 4.456133437156677}, {'batch_size': 10, 'throughput': 2.0459705131360177, 'latency_mean': 4.847600177526474, 'latency_p50': 4.843120217323303, 'latency_p90': 5.362862491607666}, {'batch_size': 12, 'throughput': 2.1113372409436906, 'latency_mean': 5.631197847127915, 'latency_p50': 5.586111307144165, 'latency_p90': 6.4711555480957035}, {'batch_size': 15, 'throughput': 2.1470915018339665, 'latency_mean': 6.89490660071373, 'latency_p50': 6.908321380615234, 'latency_p90': 7.885275793075562}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w01_v5
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/4d70-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.96
us_pacific_date: 2025-11-11
win_ratio: 0.5314722617354196
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>', '###', '\n', '<|im_start|>', '<|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-fd43-linear-w01-v11-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v11-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: Downloaded to shared memory in 25.402s
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx18ji456, device:0
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: quantized model in 143.900s
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 169.302s
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v11/nvidia
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v11/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v11/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v11/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v11/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v11/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-fd43-linear-w01-v11-mkmlizer completed after 197.17s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v11-mkmlizer
Pipeline stage MKMLizer completed in 197.66s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v11
Waiting for inference service chaiml-4d70-fd43-linear-w01-v11 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v11 ready after 140.87751650810242s
Pipeline stage MKMLDeployer completed in 141.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8898389339447021s
Received healthy response to inference request in 1.9180328845977783s
Received healthy response to inference request in 1.3944268226623535s
Received healthy response to inference request in 2.1727075576782227s
Received healthy response to inference request in 1.414367914199829s
5 requests
0 failed requests
5th percentile: 1.3984150409698486
10th percentile: 1.4024032592773437
20th percentile: 1.410379695892334
30th percentile: 1.5094621181488037
40th percentile: 1.699650526046753
50th percentile: 1.8898389339447021
60th percentile: 1.9011165142059325
70th percentile: 1.9123940944671631
80th percentile: 1.9689678192138673
90th percentile: 2.070837688446045
95th percentile: 2.121772623062134
99th percentile: 2.162520570755005
mean time: 1.7578748226165772
Pipeline stage StressChecker completed in 10.12s
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 0.67s
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-w01_v11 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 2315.40s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v11 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v11 status is now torndown due to DeploymentManager action