developer_uid: rirv938
submission_id: chaiml-2a6f-69d4-linear-w01_v14
model_name: chaiml-2a6f-69d4-linear-w01_v14
model_group: ChaiML/2a6f-69d4-linear-
status: inactive
timestamp: 2025-12-09T22:24:03+00:00
num_battles: 6140
num_wins: 3194
celo_rating: 1309.11
family_friendly_score: 0.5276000000000001
family_friendly_standard_error: 0.007060286679731922
submission_type: basic
model_repo: ChaiML/2a6f-69d4-linear-w01
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4226089013461842, 'latency_mean': 2.3661276042461394, 'latency_p50': 2.3573871850967407, 'latency_p90': 2.6279643774032593}, {'batch_size': 3, 'throughput': 0.8596341066207471, 'latency_mean': 3.4842394638061522, 'latency_p50': 3.485090732574463, 'latency_p90': 3.92238302230835}, {'batch_size': 5, 'throughput': 1.1172827704673678, 'latency_mean': 4.43978977560997, 'latency_p50': 4.449342846870422, 'latency_p90': 5.024259185791015}, {'batch_size': 6, 'throughput': 1.2022721910887872, 'latency_mean': 4.980906674861908, 'latency_p50': 4.92870020866394, 'latency_p90': 5.738714551925659}, {'batch_size': 8, 'throughput': 1.3144689208163258, 'latency_mean': 6.033183444738388, 'latency_p50': 6.025786995887756, 'latency_p90': 6.816994547843933}, {'batch_size': 10, 'throughput': 1.413602483510784, 'latency_mean': 7.027437901496887, 'latency_p50': 6.954388618469238, 'latency_p90': 8.23565797805786}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2a6f-69d4-linear-w01_v14
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/2a6f-69d4-linear-w01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.93
us_pacific_date: 2025-11-26
win_ratio: 0.5201954397394137
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n'], 'max_input_tokens': 1280, 'best_of': 7, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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-2a6f-69d4-linear-w01-v14-mkmlizer
Waiting for job on chaiml-2a6f-69d4-linear-w01-v14-mkmlizer to finish
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chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║                                                                     ║
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chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  belonging to:                                                      ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ║                                                                     ║
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: Downloaded to shared memory in 44.707s
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: Checking if ChaiML/2a6f-69d4-linear-w01 already exists in ChaiML
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2vqtiwr5, device:0
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: quantized model in 40.951s
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: Processed model ChaiML/2a6f-69d4-linear-w01 in 85.658s
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v14/nvidia
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v14/nvidia/config.json
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v14/nvidia/special_tokens_map.json
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v14/nvidia/tokenizer_config.json
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v14/nvidia/tokenizer.json
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v14/nvidia/flywheel_model.1.safetensors
chaiml-2a6f-69d4-linear-w01-v14-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2a6f-69d4-linear-w01-v14/nvidia/flywheel_model.0.safetensors
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Job chaiml-2a6f-69d4-linear-w01-v14-mkmlizer completed after 256.51s with status: succeeded
Stopping job with name chaiml-2a6f-69d4-linear-w01-v14-mkmlizer
Pipeline stage MKMLizer completed in 257.00s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-2a6f-69d4-linear-w01-v14
Waiting for inference service chaiml-2a6f-69d4-linear-w01-v14 to be ready
Inference service chaiml-2a6f-69d4-linear-w01-v14 ready after 161.17996644973755s
Pipeline stage MKMLDeployer completed in 161.68s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8762662410736084s
Received healthy response to inference request in 2.9422035217285156s
Received healthy response to inference request in 2.44442081451416s
Received healthy response to inference request in 2.344858169555664s
Received healthy response to inference request in 2.4013619422912598s
5 requests
0 failed requests
5th percentile: 2.3561589241027834
10th percentile: 2.3674596786499023
20th percentile: 2.3900611877441404
30th percentile: 2.40997371673584
40th percentile: 2.427197265625
50th percentile: 2.44442081451416
60th percentile: 2.6171589851379395
70th percentile: 2.7898971557617185
80th percentile: 2.8894536972045897
90th percentile: 2.9158286094665526
95th percentile: 2.9290160655975344
99th percentile: 2.9395660305023195
mean time: 2.6018221378326416
Pipeline stage StressChecker completed in 14.21s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.13s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.75s
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chaiml-2a6f-69d4-linear-w01_v14 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2963.36s
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chaiml-2a6f-69d4-linear-w01_v14 status is now inactive due to auto deactivation removed underperforming models
chaiml-2a6f-69d4-linear-w01_v14 status is now protected due to ABTestQueueItem