chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v12
model_name: test
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-11-15T20:31:21+00:00
num_battles: 5470
num_wins: 2805
celo_rating: 1293.54
family_friendly_score: 0.515
family_friendly_standard_error: 0.007067885115082163
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': 0.7297625591643887, 'latency_mean': 1.3702114629745483, 'latency_p50': 1.3671501874923706, 'latency_p90': 1.4880657196044922}, {'batch_size': 4, 'throughput': 1.5886201591308573, 'latency_mean': 2.5063569855690004, 'latency_p50': 2.513697624206543, 'latency_p90': 2.8653573036193847}, {'batch_size': 5, 'throughput': 1.7115028670593875, 'latency_mean': 2.9104759848117827, 'latency_p50': 2.905631899833679, 'latency_p90': 3.2122762918472287}, {'batch_size': 8, 'throughput': 1.941249720514319, 'latency_mean': 4.081996395587921, 'latency_p50': 4.110537052154541, 'latency_p90': 4.603357815742493}, {'batch_size': 10, 'throughput': 2.0205794590789705, 'latency_mean': 4.918029265403748, 'latency_p50': 4.913953542709351, 'latency_p90': 5.540986514091491}, {'batch_size': 12, 'throughput': 2.065343286607877, 'latency_mean': 5.742422263622284, 'latency_p50': 5.7629289627075195, 'latency_p90': 6.545232129096985}, {'batch_size': 15, 'throughput': 2.110047141646983, 'latency_mean': 7.04360981464386, 'latency_p50': 7.05104386806488, 'latency_p90': 7.9625894784927365}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
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: 1.9
us_pacific_date: 2025-11-12
win_ratio: 0.5127970749542962
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_start|>', '<|im_end|>', '###', '</s>', '\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-w01-v12-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v12-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: Downloaded to shared memory in 31.230s
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprp9tsing, device:0
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: quantized model in 143.830s
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 175.061s
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v12/nvidia
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v12/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v12/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v12/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v12/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v12/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-fd43-linear-w01-v12-mkmlizer completed after 238.19s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v12-mkmlizer
Pipeline stage MKMLizer completed in 238.74s
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-fd43-linear-w01-v12
Waiting for inference service chaiml-4d70-fd43-linear-w01-v12 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v12 ready after 151.18164348602295s
Pipeline stage MKMLDeployer completed in 151.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.812532901763916s
Received healthy response to inference request in 1.4039201736450195s
Received healthy response to inference request in 1.4095635414123535s
Received healthy response to inference request in 1.6237759590148926s
Received healthy response to inference request in 1.3036298751831055s
5 requests
0 failed requests
5th percentile: 1.3236879348754882
10th percentile: 1.3437459945678711
20th percentile: 1.3838621139526368
30th percentile: 1.4050488471984863
40th percentile: 1.40730619430542
50th percentile: 1.4095635414123535
60th percentile: 1.495248508453369
70th percentile: 1.5809334754943847
80th percentile: 1.6615273475646972
90th percentile: 1.7370301246643067
95th percentile: 1.7747815132141114
99th percentile: 1.804982624053955
mean time: 1.5106844902038574
Pipeline stage StressChecker completed in 9.96s
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 1.22s
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 0.74s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v12 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 0.09s
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-v12-profiler
Waiting for inference service chaiml-4d70-fd43-linear-w01-v12-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 2430.27s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v12 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v12 status is now torndown due to DeploymentManager action