chaiml-mn24b-v2preferwi_76149

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76149_v1
model_name: chaiml-mn24b-v2preferwi_76149_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T22:53:37+00:00
num_battles: 5904
num_wins: 3168
celo_rating: 1282.22
family_friendly_score: 0.5708
family_friendly_standard_error: 0.006999819426242366
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4
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': 0.5438343067291038, 'latency_mean': 1.8386980700492859, 'latency_p50': 1.8427608013153076, 'latency_p90': 2.0224361658096313}, {'batch_size': 3, 'throughput': 1.10766188907529, 'latency_mean': 2.7004440248012545, 'latency_p50': 2.6983370780944824, 'latency_p90': 2.94105179309845}, {'batch_size': 5, 'throughput': 1.4214206656457185, 'latency_mean': 3.492431590557098, 'latency_p50': 3.4682613611221313, 'latency_p90': 3.916969347000122}, {'batch_size': 6, 'throughput': 1.553308938460044, 'latency_mean': 3.8463435328006743, 'latency_p50': 3.8282026052474976, 'latency_p90': 4.361585211753845}, {'batch_size': 8, 'throughput': 1.682814159133396, 'latency_mean': 4.695840574502945, 'latency_p50': 4.676283836364746, 'latency_p90': 5.249402236938477}, {'batch_size': 10, 'throughput': 1.7628039236784592, 'latency_mean': 5.625621118545532, 'latency_p50': 5.615111470222473, 'latency_p90': 6.350502562522888}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76149_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-19
win_ratio: 0.5365853658536586
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-76149-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76149-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: Downloaded to shared memory in 63.873s
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8uq9iul4, device:0
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: quantized model in 287.737s
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune4 in 351.610s
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v1/nvidia
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76149-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76149-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76149-v1-mkmlizer completed after 419.37s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76149-v1-mkmlizer
Pipeline stage MKMLizer completed in 420.29s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-76149-v1
Waiting for inference service chaiml-mn24b-v2preferwi-76149-v1 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-76149-v1 ready after 70.40136623382568s
Pipeline stage MKMLDeployer completed in 71.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7822420597076416s
Received healthy response to inference request in 1.7560250759124756s
Received healthy response to inference request in 1.6917884349822998s
Received healthy response to inference request in 2.140220880508423s
Received healthy response to inference request in 1.800163745880127s
5 requests
0 failed requests
5th percentile: 1.7046357631683349
10th percentile: 1.7174830913543702
20th percentile: 1.7431777477264405
30th percentile: 1.7612684726715089
40th percentile: 1.7717552661895752
50th percentile: 1.7822420597076416
60th percentile: 1.7894107341766357
70th percentile: 1.79657940864563
80th percentile: 1.8681751728057863
90th percentile: 2.0041980266571047
95th percentile: 2.0722094535827638
99th percentile: 2.126618595123291
mean time: 1.8340880393981933
Pipeline stage StressChecker completed in 10.55s
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 0.68s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76149_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-76149-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-76149-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 2558.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76149_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76149_v1 status is now torndown due to DeploymentManager action