chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v2
model_name: chaiml-4d70-fd43-linear-w01_v2
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-10-08T06:57:29+00:00
num_battles: 5979
num_wins: 3662
celo_rating: 1318.14
family_friendly_score: 0.5227999999999999
family_friendly_standard_error: 0.007063712338423756
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': 0.7277404234714068, 'latency_mean': 1.3740160012245177, 'latency_p50': 1.363174319267273, 'latency_p90': 1.505437970161438}, {'batch_size': 4, 'throughput': 1.60925604612455, 'latency_mean': 2.4757440841197966, 'latency_p50': 2.4751354455947876, 'latency_p90': 2.7602001428604126}, {'batch_size': 5, 'throughput': 1.732013871451026, 'latency_mean': 2.8706396508216856, 'latency_p50': 2.8685190677642822, 'latency_p90': 3.1756957292556764}, {'batch_size': 8, 'throughput': 1.9691453346978387, 'latency_mean': 4.037092604637146, 'latency_p50': 4.044745326042175, 'latency_p90': 4.487865376472473}, {'batch_size': 10, 'throughput': 2.0441277602756, 'latency_mean': 4.858079380989075, 'latency_p50': 4.838241934776306, 'latency_p90': 5.496107959747315}, {'batch_size': 12, 'throughput': 2.104061992069395, 'latency_mean': 5.648957231044769, 'latency_p50': 5.695475935935974, 'latency_p90': 6.3984901905059814}, {'batch_size': 15, 'throughput': 2.144122120098753, 'latency_mean': 6.914397673606873, 'latency_p50': 6.945148706436157, 'latency_p90': 7.775620031356811}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w01_v2
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: 1.93
us_pacific_date: 2025-10-07
win_ratio: 0.6124770028432849
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': ['<|im_end|>', '###', '\n', '<|im_start|>', '</s>'], '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-v2-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v2-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: Downloaded to shared memory in 27.493s
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvjikjrzt, device:0
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: quantized model in 143.771s
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 171.265s
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v2/nvidia
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v2/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v2/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v2/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v2/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v2/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v2-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v2-mkmlizer completed after 215.39s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v2-mkmlizer
Pipeline stage MKMLizer completed in 215.91s
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-v2
Waiting for inference service chaiml-4d70-fd43-linear-w01-v2 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v2 ready after 60.25774621963501s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7866625785827637s
Received healthy response to inference request in 1.3084261417388916s
Received healthy response to inference request in 1.3452365398406982s
Received healthy response to inference request in 1.3480808734893799s
Received healthy response to inference request in 1.3170113563537598s
5 requests
0 failed requests
5th percentile: 1.3101431846618652
10th percentile: 1.3118602275848388
20th percentile: 1.3152943134307862
30th percentile: 1.3226563930511475
40th percentile: 1.3339464664459229
50th percentile: 1.3452365398406982
60th percentile: 1.346374273300171
70th percentile: 1.3475120067596436
80th percentile: 1.4357972145080566
90th percentile: 1.6112298965454102
95th percentile: 1.698946237564087
99th percentile: 1.7691193103790284
mean time: 1.4210834980010987
Pipeline stage StressChecker completed in 8.48s
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 0.97s
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_v2 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v2-profiler
Waiting for inference service chaiml-4d70-fd43-linear-w01-v2-profiler to be ready
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 2204.57s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v2 status is now torndown due to DeploymentManager action