developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_94085_v1
model_name: chaiml-mn24b-v2preferwi_94085_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:51:44+00:00
num_battles: 5990
num_wins: 3150
celo_rating: 1284.37
family_friendly_score: 0.4958
family_friendly_standard_error: 0.007070818340192315
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune5
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': 0.5487999695353044, 'latency_mean': 1.8220605301856994, 'latency_p50': 1.7958704233169556, 'latency_p90': 2.038680911064148}, {'batch_size': 3, 'throughput': 1.103347476184561, 'latency_mean': 2.7101547968387605, 'latency_p50': 2.713035464286804, 'latency_p90': 3.061908173561096}, {'batch_size': 5, 'throughput': 1.4150087731944676, 'latency_mean': 3.515572270154953, 'latency_p50': 3.5205107927322388, 'latency_p90': 3.9556381464004513}, {'batch_size': 6, 'throughput': 1.5173048703229572, 'latency_mean': 3.9319520366191862, 'latency_p50': 3.952070713043213, 'latency_p90': 4.401437544822693}, {'batch_size': 8, 'throughput': 1.6718801177438078, 'latency_mean': 4.752490440607071, 'latency_p50': 4.756566643714905, 'latency_p90': 5.554964375495911}, {'batch_size': 10, 'throughput': 1.7258558188884359, 'latency_mean': 5.724912968873977, 'latency_p50': 5.702887654304504, 'latency_p90': 6.521220731735229}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_94085_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-17
win_ratio: 0.5258764607679466
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-94085-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-94085-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: Downloaded to shared memory in 63.480s
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz5mokhj2, device:0
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: quantized model in 288.970s
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune5 in 352.451s
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v1/nvidia
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-94085-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-94085-v1-mkmlizer completed after 479.73s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-94085-v1-mkmlizer
Pipeline stage MKMLizer completed in 480.25s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-94085-v1
Waiting for inference service chaiml-mn24b-v2preferwi-94085-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-94085-v1 ready after 50.224737882614136s
Pipeline stage MKMLDeployer completed in 50.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0419209003448486s
Received healthy response to inference request in 1.6494839191436768s
Received healthy response to inference request in 1.4196968078613281s
Received healthy response to inference request in 1.803642988204956s
Received healthy response to inference request in 1.6604204177856445s
5 requests
0 failed requests
5th percentile: 1.465654230117798
10th percentile: 1.5116116523742675
20th percentile: 1.603526496887207
30th percentile: 1.6516712188720704
40th percentile: 1.6560458183288573
50th percentile: 1.6604204177856445
60th percentile: 1.717709445953369
70th percentile: 1.7749984741210938
80th percentile: 1.8512985706329346
90th percentile: 1.9466097354888916
95th percentile: 1.9942653179168701
99th percentile: 2.032389783859253
mean time: 1.7150330066680908
Pipeline stage StressChecker completed in 9.95s
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 0.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_94085_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 0.10s
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-v2preferwi-94085-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-94085-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 2662.86s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_94085_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_94085_v1 status is now torndown due to DeploymentManager action