developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47015_v3
model_name: chaiml-mn24b-v2preferwi_47015_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T06:04:53+00:00
num_battles: 5874
num_wins: 2885
celo_rating: 1278.39
family_friendly_score: 0.527
family_friendly_standard_error: 0.00706075066830716
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2
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': 0.5463203438376467, 'latency_mean': 1.830323896408081, 'latency_p50': 1.8414044380187988, 'latency_p90': 2.0369903326034544}, {'batch_size': 3, 'throughput': 1.1092490148816048, 'latency_mean': 2.7003279972076415, 'latency_p50': 2.7286137342453003, 'latency_p90': 2.9987617731094356}, {'batch_size': 5, 'throughput': 1.4419671219501988, 'latency_mean': 3.450241981744766, 'latency_p50': 3.479156017303467, 'latency_p90': 3.9361582517623903}, {'batch_size': 6, 'throughput': 1.5492424925055839, 'latency_mean': 3.8526748812198637, 'latency_p50': 3.848057508468628, 'latency_p90': 4.338092017173767}, {'batch_size': 8, 'throughput': 1.705559871015018, 'latency_mean': 4.6558521258831025, 'latency_p50': 4.66760528087616, 'latency_p90': 5.302040481567383}, {'batch_size': 10, 'throughput': 1.7952058526214485, 'latency_mean': 5.516746978759766, 'latency_p50': 5.504739880561829, 'latency_p90': 6.280122256278991}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47015_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-24
win_ratio: 0.49114742934967653
generation_params: {'temperature': 0.7, '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-v2preferwi-47015-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47015-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: Downloaded to shared memory in 73.840s
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcfcl3pa_, device:0
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: quantized model in 284.735s
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune2 in 358.576s
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v3/nvidia
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47015-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-47015-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-47015-v3-mkmlizer completed after 468.46s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47015-v3-mkmlizer
Pipeline stage MKMLizer completed in 469.27s
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-v2preferwi-47015-v3
Waiting for inference service chaiml-mn24b-v2preferwi-47015-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-47015-v3 ready after 50.228795766830444s
Pipeline stage MKMLDeployer completed in 50.66s
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 2.2397072315216064s
Received healthy response to inference request in 1.1755640506744385s
Received healthy response to inference request in 1.6336669921875s
Received healthy response to inference request in 1.318816900253296s
5 requests
1 failed requests
5th percentile: 1.20421462059021
10th percentile: 1.2328651905059815
20th percentile: 1.2901663303375244
30th percentile: 1.3817869186401368
40th percentile: 1.5077269554138184
50th percentile: 1.6336669921875
60th percentile: 1.8760830879211425
70th percentile: 2.118499183654785
80th percentile: 5.8237555980682405
90th percentile: 12.9918523311615
95th percentile: 16.57590069770813
99th percentile: 19.443139390945433
mean time: 5.30554084777832
%s, retrying in %s seconds...
Received healthy response to inference request in 1.1610770225524902s
Received healthy response to inference request in 1.689018726348877s
Received healthy response to inference request in 2.2750978469848633s
Received healthy response to inference request in 1.6203296184539795s
Received healthy response to inference request in 1.9464895725250244s
5 requests
0 failed requests
5th percentile: 1.252927541732788
10th percentile: 1.344778060913086
20th percentile: 1.5284790992736816
30th percentile: 1.634067440032959
40th percentile: 1.661543083190918
50th percentile: 1.689018726348877
60th percentile: 1.792007064819336
70th percentile: 1.8949954032897949
80th percentile: 2.012211227416992
90th percentile: 2.143654537200928
95th percentile: 2.2093761920928956
99th percentile: 2.2619535160064697
mean time: 1.7384025573730468
Pipeline stage StressChecker completed in 37.73s
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 0.90s
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-mn24b-v2preferwi_47015_v3 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 0.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-47015-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-47015-v3-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 2793.55s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47015_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47015_v3 status is now torndown due to DeploymentManager action