developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92877_v3
model_name: chaiml-mn24b-v2preferwi_92877_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T07:09:39+00:00
num_battles: 5395
num_wins: 2604
celo_rating: 1272.1
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.5478548380450596, 'latency_mean': 1.8252043414115906, 'latency_p50': 1.8152251243591309, 'latency_p90': 2.0096425771713258}, {'batch_size': 3, 'throughput': 1.1214372590154134, 'latency_mean': 2.6706563198566435, 'latency_p50': 2.6808550357818604, 'latency_p90': 2.9221710681915285}, {'batch_size': 5, 'throughput': 1.451938813141974, 'latency_mean': 3.4303098523616793, 'latency_p50': 3.447878837585449, 'latency_p90': 3.8827537536621093}, {'batch_size': 6, 'throughput': 1.5629822275399265, 'latency_mean': 3.8092528867721556, 'latency_p50': 3.8167531490325928, 'latency_p90': 4.382886457443237}, {'batch_size': 8, 'throughput': 1.7261681560643674, 'latency_mean': 4.608484013080597, 'latency_p50': 4.618802428245544, 'latency_p90': 5.202841830253601}, {'batch_size': 10, 'throughput': 1.7925269689032297, 'latency_mean': 5.522247689962387, 'latency_p50': 5.530463457107544, 'latency_p90': 6.428797245025635}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92877_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-27
win_ratio: 0.48266913809082485
generation_params: {'temperature': 0.7, '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-92877-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92877-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: Downloaded to shared memory in 159.217s
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpofc5uxo4, device:0
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: quantized model in 285.133s
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune1 in 444.351s
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v3/nvidia
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92877-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92877-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92877-v3-mkmlizer completed after 550.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92877-v3-mkmlizer
Pipeline stage MKMLizer completed in 550.63s
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-92877-v3
Waiting for inference service chaiml-mn24b-v2preferwi-92877-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-92877-v3 ready after 40.3974666595459s
Pipeline stage MKMLDeployer completed in 41.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8561463356018066s
Received healthy response to inference request in 2.1549859046936035s
Received healthy response to inference request in 1.9125151634216309s
Received healthy response to inference request in 1.6455450057983398s
Received healthy response to inference request in 1.7750871181488037s
5 requests
0 failed requests
5th percentile: 1.6714534282684326
10th percentile: 1.6973618507385253
20th percentile: 1.749178695678711
30th percentile: 1.7912989616394044
40th percentile: 1.8237226486206055
50th percentile: 1.8561463356018066
60th percentile: 1.8786938667297364
70th percentile: 1.901241397857666
80th percentile: 1.9610093116760254
90th percentile: 2.0579976081848144
95th percentile: 2.106491756439209
99th percentile: 2.1452870750427246
mean time: 1.8688559055328369
Pipeline stage StressChecker completed in 10.83s
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 0.98s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92877_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92877_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92877_v3 status is now torndown due to DeploymentManager action