developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_83370_v1
model_name: chaiml-mn24b-v2preferwi_83370_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:34:34+00:00
num_battles: 5307
num_wins: 2746
celo_rating: 1274.52
family_friendly_score: 0.5498000000000001
family_friendly_standard_error: 0.007035907333102107
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune1
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': 0.5436970177933964, 'latency_mean': 1.8391475105285644, 'latency_p50': 1.8497436046600342, 'latency_p90': 2.05192768573761}, {'batch_size': 3, 'throughput': 1.0919949362392256, 'latency_mean': 2.7322421288490295, 'latency_p50': 2.7168132066726685, 'latency_p90': 2.9749287128448487}, {'batch_size': 5, 'throughput': 1.416663485400072, 'latency_mean': 3.509663851261139, 'latency_p50': 3.5204110145568848, 'latency_p90': 3.9346298694610593}, {'batch_size': 6, 'throughput': 1.508875482183251, 'latency_mean': 3.951027112007141, 'latency_p50': 3.971724271774292, 'latency_p90': 4.4919677734375}, {'batch_size': 8, 'throughput': 1.6507183600233617, 'latency_mean': 4.813721566200257, 'latency_p50': 4.802291750907898, 'latency_p90': 5.410042071342468}, {'batch_size': 10, 'throughput': 1.7353579857795238, 'latency_mean': 5.696892088651657, 'latency_p50': 5.74923038482666, 'latency_p90': 6.667743158340454}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_83370_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-17
win_ratio: 0.5174298096853213
generation_params: {'temperature': 0.6, '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-83370-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-83370-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: Downloaded to shared memory in 68.129s
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4zvy2b9_, device:0
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: quantized model in 287.926s
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune1 in 356.056s
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v1/nvidia
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-83370-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-83370-v1-mkmlizer completed after 438.51s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-83370-v1-mkmlizer
Pipeline stage MKMLizer completed in 439.00s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-83370-v1
Waiting for inference service chaiml-mn24b-v2preferwi-83370-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-83370-v1 ready after 40.18515467643738s
Pipeline stage MKMLDeployer completed in 40.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5287096500396729s
Received healthy response to inference request in 2.0013420581817627s
Received healthy response to inference request in 1.92061185836792s
Received healthy response to inference request in 1.686835765838623s
Received healthy response to inference request in 1.4760582447052002s
5 requests
0 failed requests
5th percentile: 1.4865885257720948
10th percentile: 1.4971188068389893
20th percentile: 1.5181793689727783
30th percentile: 1.5603348731994628
40th percentile: 1.623585319519043
50th percentile: 1.686835765838623
60th percentile: 1.7803462028503418
70th percentile: 1.8738566398620604
80th percentile: 1.9367578983306886
90th percentile: 1.9690499782562256
95th percentile: 1.985196018218994
99th percentile: 1.998112850189209
mean time: 1.7227115154266357
Pipeline stage StressChecker completed in 10.00s
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 0.71s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_83370_v1 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-83370-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-83370-v1-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 2357.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_83370_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_83370_v1 status is now torndown due to DeploymentManager action