developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v7
model_name: chaiml-mn24b-v2preferwin_3050_v7
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T19:19:25+00:00
num_battles: 6320
num_wins: 3456
celo_rating: 1288.15
family_friendly_score: 0.5816
family_friendly_standard_error: 0.006976266049972578
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.544329102076125, 'latency_mean': 1.8369909358024596, 'latency_p50': 1.852187991142273, 'latency_p90': 2.0183385610580444}, {'batch_size': 3, 'throughput': 1.1135089670398952, 'latency_mean': 2.6936534631252287, 'latency_p50': 2.7063359022140503, 'latency_p90': 2.980787706375122}, {'batch_size': 5, 'throughput': 1.4403936977569527, 'latency_mean': 3.4523438918590545, 'latency_p50': 3.446130633354187, 'latency_p90': 3.8937094688415526}, {'batch_size': 6, 'throughput': 1.5462817391876769, 'latency_mean': 3.860966966152191, 'latency_p50': 3.8756028413772583, 'latency_p90': 4.305776429176331}, {'batch_size': 8, 'throughput': 1.6818907481534973, 'latency_mean': 4.725310989618301, 'latency_p50': 4.737783074378967, 'latency_p90': 5.282512307167053}, {'batch_size': 10, 'throughput': 1.7764063630863525, 'latency_mean': 5.589226579666137, 'latency_p50': 5.598133683204651, 'latency_p90': 6.315128493309021}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v7
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-13
win_ratio: 0.5468354430379747
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-3050-v7-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v7-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: Downloaded to shared memory in 56.636s
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9t5bgwlr, device:0
chaiml-mn24b-v2preferwin-3050-v7-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-v2preferwin-3050-v7-mkmlizer: quantized model in 286.316s
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 342.953s
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v7/nvidia
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v7/nvidia/config.json
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v7/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v7/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v7/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v7/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v7/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin-3050-v7-mkmlizer: 
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Job chaiml-mn24b-v2preferwin-3050-v7-mkmlizer completed after 468.55s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v7-mkmlizer
Pipeline stage MKMLizer completed in 469.09s
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-v2preferwin-3050-v7
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v7 to be ready
Inference service chaiml-mn24b-v2preferwin-3050-v7 ready after 50.23716855049133s
Pipeline stage MKMLDeployer completed in 50.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1966335773468018s
Received healthy response to inference request in 2.051297187805176s
Received healthy response to inference request in 2.29533052444458s
Received healthy response to inference request in 2.088231086730957s
Received healthy response to inference request in 1.6629626750946045s
5 requests
0 failed requests
5th percentile: 1.7406295776367187
10th percentile: 1.818296480178833
20th percentile: 1.9736302852630616
30th percentile: 2.058683967590332
40th percentile: 2.0734575271606444
50th percentile: 2.088231086730957
60th percentile: 2.1315920829772947
70th percentile: 2.174953079223633
80th percentile: 2.2163729667663574
90th percentile: 2.2558517456054688
95th percentile: 2.2755911350250244
99th percentile: 2.291382646560669
mean time: 2.058891010284424
Pipeline stage StressChecker completed in 11.62s
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 0.62s
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 0.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v7 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwin-3050-v7-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v7-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 2716.51s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v7 status is now torndown due to DeploymentManager action