developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_7980_v2
model_name: chaiml-mn24b-v2preferwin_7980_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:52:19+00:00
num_battles: 5785
num_wins: 3002
celo_rating: 1267.97
family_friendly_score: 0.5836
family_friendly_standard_error: 0.0069715283833604235
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.542522054702452, 'latency_mean': 1.8431462693214415, 'latency_p50': 1.8439197540283203, 'latency_p90': 2.039236068725586}, {'batch_size': 3, 'throughput': 1.0861560235912253, 'latency_mean': 2.7510795724391937, 'latency_p50': 2.764140486717224, 'latency_p90': 3.0680539846420287}, {'batch_size': 5, 'throughput': 1.402028117327349, 'latency_mean': 3.545879598855972, 'latency_p50': 3.547005534172058, 'latency_p90': 3.987109065055847}, {'batch_size': 6, 'throughput': 1.5137191407554706, 'latency_mean': 3.948463340997696, 'latency_p50': 3.9360077381134033, 'latency_p90': 4.560949349403382}, {'batch_size': 8, 'throughput': 1.6505616736820292, 'latency_mean': 4.804200338125229, 'latency_p50': 4.821047782897949, 'latency_p90': 5.5109600067138675}, {'batch_size': 10, 'throughput': 1.714551300394538, 'latency_mean': 5.766058337688446, 'latency_p50': 5.794185400009155, 'latency_p90': 6.594126343727112}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_7980_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-18
win_ratio: 0.5189282627484875
generation_params: {'temperature': 0.65, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', '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-mn24b-v2preferwin-7980-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-7980-v2-mkmlizer to finish
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: Downloaded to shared memory in 72.504s
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp15_myxap, device:0
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: quantized model in 291.707s
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune5 in 364.212s
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v2/nvidia
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v2/nvidia/config.json
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-7980-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-7980-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-7980-v2-mkmlizer completed after 478.29s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-7980-v2-mkmlizer
Pipeline stage MKMLizer completed in 478.75s
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-mn24b-v2preferwin-7980-v2
Waiting for inference service chaiml-mn24b-v2preferwin-7980-v2 to be ready
Inference service chaiml-mn24b-v2preferwin-7980-v2 ready after 60.27846813201904s
Pipeline stage MKMLDeployer completed in 60.67s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.9421913623809814s
Received healthy response to inference request in 1.9682204723358154s
Received healthy response to inference request in 1.7955958843231201s
Received healthy response to inference request in 1.5098984241485596s
5 requests
1 failed requests
5th percentile: 1.5670379161834718
10th percentile: 1.6241774082183837
20th percentile: 1.738456392288208
30th percentile: 1.8249149799346924
40th percentile: 1.8835531711578368
50th percentile: 1.9421913623809814
60th percentile: 1.952603006362915
70th percentile: 1.9630146503448487
80th percentile: 5.607557821273807
90th percentile: 12.886232519149782
95th percentile: 16.525569868087764
99th percentile: 19.43703974723816
mean time: 5.476162672042847
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7699146270751953s
Received healthy response to inference request in 1.8751258850097656s
Received healthy response to inference request in 1.6371512413024902s
Received healthy response to inference request in 1.6355996131896973s
Received healthy response to inference request in 1.433096170425415s
5 requests
0 failed requests
5th percentile: 1.4735968589782715
10th percentile: 1.514097547531128
20th percentile: 1.5950989246368408
30th percentile: 1.6359099388122558
40th percentile: 1.636530590057373
50th percentile: 1.6371512413024902
60th percentile: 1.6902565956115723
70th percentile: 1.7433619499206543
80th percentile: 1.7909568786621093
90th percentile: 1.8330413818359375
95th percentile: 1.8540836334228517
99th percentile: 1.870917434692383
mean time: 1.6701775074005127
Pipeline stage StressChecker completed in 38.21s
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 0.59s
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 0.60s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_v2 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 2611.52s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_7980_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_7980_v2 status is now torndown due to DeploymentManager action