developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_20748_v2
model_name: chaiml-mn24b-v2preferwi_20748_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T11:03:03+00:00
num_battles: 6648
num_wins: 3534
celo_rating: 1275.27
family_friendly_score: 0.5816
family_friendly_standard_error: 0.006976266049972578
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune9
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': 0.54561761563408, 'latency_mean': 1.8326634323596955, 'latency_p50': 1.8253982067108154, 'latency_p90': 2.0323822498321533}, {'batch_size': 3, 'throughput': 1.1073124197937316, 'latency_mean': 2.695787068605423, 'latency_p50': 2.7057878971099854, 'latency_p90': 3.001854491233826}, {'batch_size': 5, 'throughput': 1.4110686948161768, 'latency_mean': 3.520712045431137, 'latency_p50': 3.5454800128936768, 'latency_p90': 3.9561518192291256}, {'batch_size': 6, 'throughput': 1.5351380037075728, 'latency_mean': 3.8943722689151765, 'latency_p50': 3.892556071281433, 'latency_p90': 4.4005454778671265}, {'batch_size': 8, 'throughput': 1.6655509660611285, 'latency_mean': 4.7644123840332036, 'latency_p50': 4.785344243049622, 'latency_p90': 5.3689003705978395}, {'batch_size': 10, 'throughput': 1.7593958593660688, 'latency_mean': 5.647915594577789, 'latency_p50': 5.672882318496704, 'latency_p90': 6.579669785499572}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_20748_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-12
win_ratio: 0.5315884476534296
generation_params: {'temperature': 0.65, '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': '{prompt}\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-20748-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-20748-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: Downloaded to shared memory in 64.805s
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplli9xqc8, device:0
chaiml-mn24b-v2preferwi-20748-v2-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', '')
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', '')
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-v2preferwi-20748-v2-mkmlizer: quantized model in 293.153s
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune9 in 357.959s
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v2/nvidia
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-20748-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-20748-v2-mkmlizer completed after 468.53s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-20748-v2-mkmlizer
Pipeline stage MKMLizer completed in 469.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.39s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-20748-v2
Waiting for inference service chaiml-mn24b-v2preferwi-20748-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-20748-v2 ready after 30.151423931121826s
Pipeline stage MKMLDeployer completed in 30.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.41046142578125s
Received healthy response to inference request in 1.6737017631530762s
Received healthy response to inference request in 1.7354426383972168s
Received healthy response to inference request in 1.7601244449615479s
Received healthy response to inference request in 1.1466288566589355s
5 requests
0 failed requests
5th percentile: 1.2520434379577636
10th percentile: 1.3574580192565917
20th percentile: 1.568287181854248
30th percentile: 1.6860499382019043
40th percentile: 1.7107462882995605
50th percentile: 1.7354426383972168
60th percentile: 1.7453153610229493
70th percentile: 1.7551880836486817
80th percentile: 1.8901918411254883
90th percentile: 2.150326633453369
95th percentile: 2.2803940296173093
99th percentile: 2.384447946548462
mean time: 1.7452718257904052
Pipeline stage StressChecker completed in 10.15s
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 0.69s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20748_v2 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-20748-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-20748-v2-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 2623.06s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20748_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_20748_v2 status is now torndown due to DeploymentManager action