chaiml-4d70-c13f-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-c13f-linear-w01_v4
model_name: chaiml-4d70-c13f-linear-w01_v4
model_group: ChaiML/4d70-c13f-linear-
status: torndown
timestamp: 2025-10-08T23:13:49+00:00
num_battles: 5693
num_wins: 3020
celo_rating: 1311.09
family_friendly_score: 0.5156000000000001
family_friendly_standard_error: 0.007067625343777075
submission_type: basic
model_repo: ChaiML/4d70-c13f-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': 0.7308666985361162, 'latency_mean': 1.3681136441230775, 'latency_p50': 1.3643114566802979, 'latency_p90': 1.4989219665527345}, {'batch_size': 4, 'throughput': 1.6197771281404394, 'latency_mean': 2.460799963474274, 'latency_p50': 2.4608917236328125, 'latency_p90': 2.7095162153244017}, {'batch_size': 5, 'throughput': 1.7449094645666192, 'latency_mean': 2.8493475925922396, 'latency_p50': 2.839900493621826, 'latency_p90': 3.2022100210189817}, {'batch_size': 8, 'throughput': 2.001289688572391, 'latency_mean': 3.9636188101768495, 'latency_p50': 3.9790568351745605, 'latency_p90': 4.404084014892578}, {'batch_size': 10, 'throughput': 2.078218633331721, 'latency_mean': 4.777760759592057, 'latency_p50': 4.757130861282349, 'latency_p90': 5.376101350784301}, {'batch_size': 12, 'throughput': 2.126447201889312, 'latency_mean': 5.584728803634643, 'latency_p50': 5.576702117919922, 'latency_p90': 6.323479866981506}, {'batch_size': 15, 'throughput': 2.188968377080206, 'latency_mean': 6.773856762647629, 'latency_p50': 6.782180666923523, 'latency_p90': 7.675772857666016}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-c13f-linear-w01_v4
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-c13f-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.97
us_pacific_date: 2025-10-08
win_ratio: 0.5304760231863692
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-c13f-linear-w01-v4-mkmlizer
Waiting for job on chaiml-4d70-c13f-linear-w01-v4-mkmlizer to finish
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║                                                                     ║
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chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: Downloaded to shared memory in 27.231s
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: Checking if ChaiML/4d70-c13f-linear-w01 already exists in ChaiML
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp82su2vd2, device:0
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: quantized model in 144.167s
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: Processed model ChaiML/4d70-c13f-linear-w01 in 171.398s
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v4/nvidia
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v4/nvidia/config.json
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v4/nvidia/special_tokens_map.json
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v4/nvidia/tokenizer_config.json
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v4/nvidia/tokenizer.json
chaiml-4d70-c13f-linear-w01-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-c13f-linear-w01-v4-mkmlizer completed after 290.61s with status: succeeded
Stopping job with name chaiml-4d70-c13f-linear-w01-v4-mkmlizer
Pipeline stage MKMLizer completed in 291.10s
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-c13f-linear-w01-v4
Waiting for inference service chaiml-4d70-c13f-linear-w01-v4 to be ready
Inference service chaiml-4d70-c13f-linear-w01-v4 ready after 70.51469993591309s
Pipeline stage MKMLDeployer completed in 71.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5861196517944336s
Received healthy response to inference request in 1.468573808670044s
Received healthy response to inference request in 1.2549529075622559s
Received healthy response to inference request in 1.3531560897827148s
Received healthy response to inference request in 1.3071706295013428s
5 requests
0 failed requests
5th percentile: 1.2653964519500733
10th percentile: 1.2758399963378906
20th percentile: 1.2967270851135253
30th percentile: 1.3163677215576173
40th percentile: 1.334761905670166
50th percentile: 1.3531560897827148
60th percentile: 1.3993231773376464
70th percentile: 1.445490264892578
80th percentile: 1.4920829772949218
90th percentile: 1.5391013145446777
95th percentile: 1.5626104831695558
99th percentile: 1.581417818069458
mean time: 1.3939946174621582
Pipeline stage StressChecker completed in 8.20s
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 0.65s
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 0.75s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v4 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 2210.32s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-c13f-linear-w01_v4 status is now torndown due to DeploymentManager action