chaiml-4d70-c13f-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-c13f-linear-w01_v1
model_name: chaiml-4d70-c13f-linear-w01_v1
model_group: ChaiML/4d70-c13f-linear-
status: torndown
timestamp: 2025-10-07T06:29:27+00:00
num_battles: 6226
num_wins: 3297
celo_rating: 1315.32
family_friendly_score: 0.5184
family_friendly_standard_error: 0.007066278228317931
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': 0.7318385428011528, 'latency_mean': 1.3662954270839691, 'latency_p50': 1.3717365264892578, 'latency_p90': 1.485077714920044}, {'batch_size': 4, 'throughput': 1.6266534493524258, 'latency_mean': 2.44522646188736, 'latency_p50': 2.4493021965026855, 'latency_p90': 2.7629386901855466}, {'batch_size': 5, 'throughput': 1.747952754536162, 'latency_mean': 2.8497343611717225, 'latency_p50': 2.863486409187317, 'latency_p90': 3.2306304454803465}, {'batch_size': 8, 'throughput': 1.9994682248116828, 'latency_mean': 3.977730369567871, 'latency_p50': 3.9843523502349854, 'latency_p90': 4.476274037361145}, {'batch_size': 10, 'throughput': 2.059013146567704, 'latency_mean': 4.811427768468857, 'latency_p50': 4.801986455917358, 'latency_p90': 5.425547504425049}, {'batch_size': 12, 'throughput': 2.1272518802029734, 'latency_mean': 5.574417698383331, 'latency_p50': 5.6335262060165405, 'latency_p90': 6.216725182533264}, {'batch_size': 15, 'throughput': 2.1853469824047433, 'latency_mean': 6.784629284143448, 'latency_p50': 6.839915037155151, 'latency_p90': 7.696455931663513}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-c13f-linear-w01_v1
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: 1.96
us_pacific_date: 2025-10-06
win_ratio: 0.529553485383874
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|>', '###', '\n', '</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-c13f-linear-w01-v1-mkmlizer
Waiting for job on chaiml-4d70-c13f-linear-w01-v1-mkmlizer to finish
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║                                                                     ║
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chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: Downloaded to shared memory in 29.502s
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: Checking if ChaiML/4d70-c13f-linear-w01 already exists in ChaiML
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9nd_5s1v, device:0
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: quantized model in 143.660s
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: Processed model ChaiML/4d70-c13f-linear-w01 in 173.162s
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v1/nvidia
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v1/nvidia/config.json
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v1/nvidia/special_tokens_map.json
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v1/nvidia/tokenizer_config.json
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v1/nvidia/tokenizer.json
chaiml-4d70-c13f-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w01-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-c13f-linear-w01-v1-mkmlizer completed after 270.21s with status: succeeded
Stopping job with name chaiml-4d70-c13f-linear-w01-v1-mkmlizer
Pipeline stage MKMLizer completed in 271.05s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.37s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-c13f-linear-w01-v1
Waiting for inference service chaiml-4d70-c13f-linear-w01-v1 to be ready
Inference service chaiml-4d70-c13f-linear-w01-v1 ready after 51.79404139518738s
Pipeline stage MKMLDeployer completed in 53.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7100162506103516s
Received healthy response to inference request in 1.4429032802581787s
Received healthy response to inference request in 1.2504425048828125s
Received healthy response to inference request in 1.3380165100097656s
Received healthy response to inference request in 1.5196211338043213s
5 requests
0 failed requests
5th percentile: 1.2679573059082032
10th percentile: 1.2854721069335937
20th percentile: 1.320501708984375
30th percentile: 1.3589938640594483
40th percentile: 1.4009485721588135
50th percentile: 1.4429032802581787
60th percentile: 1.4735904216766358
70th percentile: 1.5042775630950929
80th percentile: 1.5577001571655273
90th percentile: 1.6338582038879395
95th percentile: 1.6719372272491455
99th percentile: 1.7024004459381104
mean time: 1.452199935913086
Pipeline stage StressChecker completed in 8.64s
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 0.63s
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 0.68s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
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 2201.82s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w01_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-c13f-linear-w01_v1 status is now torndown due to DeploymentManager action