developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v14
model_name: chaiml-mn24b-v2preferwi_3050_v14
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T21:09:25+00:00
num_battles: 5847
num_wins: 3160
celo_rating: 1290.45
family_friendly_score: 0.5804
family_friendly_standard_error: 0.006979052084631551
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': 0.545741670950978, 'latency_mean': 1.832271672487259, 'latency_p50': 1.8399815559387207, 'latency_p90': 2.011511206626892}, {'batch_size': 3, 'throughput': 1.1077850270605347, 'latency_mean': 2.6952097320556643, 'latency_p50': 2.6905009746551514, 'latency_p90': 2.9921864986419675}, {'batch_size': 5, 'throughput': 1.4279943482214503, 'latency_mean': 3.478593888282776, 'latency_p50': 3.486333966255188, 'latency_p90': 3.9009724140167235}, {'batch_size': 6, 'throughput': 1.5287050798205764, 'latency_mean': 3.8932274341583253, 'latency_p50': 3.8906489610671997, 'latency_p90': 4.409472227096558}, {'batch_size': 8, 'throughput': 1.6810513087587977, 'latency_mean': 4.722852429151535, 'latency_p50': 4.749146103858948, 'latency_p90': 5.321170926094055}, {'batch_size': 10, 'throughput': 1.7614899559271164, 'latency_mean': 5.618097122907638, 'latency_p50': 5.631847262382507, 'latency_p90': 6.41333372592926}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v14
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-13
win_ratio: 0.5404480930391654
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 70, '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-v2preferwi-3050-v14-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v14-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: Downloaded to shared memory in 42.207s
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprsx20u8r, device:0
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: quantized model in 288.151s
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 330.358s
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v14/nvidia
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v14/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v14/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v14/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v14/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v14/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v14-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v14/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-3050-v14-mkmlizer completed after 398.06s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v14-mkmlizer
Pipeline stage MKMLizer completed in 398.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 1.26s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-3050-v14
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v14 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v14 ready after 60.28682994842529s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.033773422241211s
Received healthy response to inference request in 1.7667574882507324s
Received healthy response to inference request in 2.220482349395752s
Received healthy response to inference request in 1.669318675994873s
Received healthy response to inference request in 2.1345791816711426s
5 requests
0 failed requests
5th percentile: 1.6888064384460448
10th percentile: 1.7082942008972168
20th percentile: 1.7472697257995606
30th percentile: 1.8201606750488282
40th percentile: 1.9269670486450194
50th percentile: 2.033773422241211
60th percentile: 2.0740957260131836
70th percentile: 2.1144180297851562
80th percentile: 2.1517598152160646
90th percentile: 2.1861210823059083
95th percentile: 2.20330171585083
99th percentile: 2.2170462226867675
mean time: 1.9649822235107421
Pipeline stage StressChecker completed in 11.17s
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 0.67s
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 0.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v14 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 0.07s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-3050-v14-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v14-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 2652.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v14 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v14 status is now torndown due to DeploymentManager action