developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_230_v3
model_name: chaiml-mn24b-v2preferwin2_230_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:32:00+00:00
num_battles: 5297
num_wins: 2793
celo_rating: 1284.5
family_friendly_score: 0.5589999999999999
family_friendly_standard_error: 0.007021666468866205
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
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': 0.5488582297044247, 'latency_mean': 1.8218640637397767, 'latency_p50': 1.8188276290893555, 'latency_p90': 2.021853542327881}, {'batch_size': 3, 'throughput': 1.1208855499966397, 'latency_mean': 2.67175904750824, 'latency_p50': 2.671236753463745, 'latency_p90': 2.93823618888855}, {'batch_size': 5, 'throughput': 1.4494707682055215, 'latency_mean': 3.433870173692703, 'latency_p50': 3.3888399600982666, 'latency_p90': 3.895407795906067}, {'batch_size': 6, 'throughput': 1.538178569324325, 'latency_mean': 3.8720299983024598, 'latency_p50': 3.8420530557632446, 'latency_p90': 4.397422432899475}, {'batch_size': 8, 'throughput': 1.7181724304394912, 'latency_mean': 4.629775475263596, 'latency_p50': 4.683254957199097, 'latency_p90': 5.301118922233582}, {'batch_size': 10, 'throughput': 1.7932501867395323, 'latency_mean': 5.539007523059845, 'latency_p50': 5.524889826774597, 'latency_p90': 6.332211327552796}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_230_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5272795922220125
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-v2preferwin2-230-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-230-v3-mkmlizer to finish
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chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: Downloaded to shared memory in 64.399s
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9njobyy3, device:0
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-mn24b-v2preferwin2-230-v3-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwin2-230-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-230-v3-mkmlizer to finish
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chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: Downloaded to shared memory in 58.738s
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9xkw5355, device:0
chaiml-mn24b-v2preferwin2-230-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-v2preferwin2-230-v3-mkmlizer: quantized model in 288.985s
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 in 347.723s
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v3/nvidia
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v3/nvidia/config.json
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin2-230-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v3/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwin2-230-v3-mkmlizer completed after 451.63s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-230-v3-mkmlizer
Pipeline stage MKMLizer completed in 575.77s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin2-230-v3
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v3 to be ready
Inference service chaiml-mn24b-v2preferwin2-230-v3 ready after 50.285441637039185s
Pipeline stage MKMLDeployer completed in 50.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.450666666030884s
Received healthy response to inference request in 1.463191270828247s
Received healthy response to inference request in 1.6395516395568848s
Received healthy response to inference request in 2.015648603439331s
Received healthy response to inference request in 1.805957555770874s
5 requests
0 failed requests
5th percentile: 1.4984633445739746
10th percentile: 1.533735418319702
20th percentile: 1.6042795658111573
30th percentile: 1.6728328227996827
40th percentile: 1.7393951892852784
50th percentile: 1.805957555770874
60th percentile: 1.8898339748382569
70th percentile: 1.9737103939056395
80th percentile: 2.1026522159576415
90th percentile: 2.276659440994263
95th percentile: 2.3636630535125733
99th percentile: 2.4332659435272217
mean time: 1.8750031471252442
Pipeline stage StressChecker completed in 10.91s
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 0.78s
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 0.86s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v3 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 2916.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_230_v3 status is now torndown due to DeploymentManager action