developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_13318_v5
model_name: chaiml-mn24b-v2preferwi_13318_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T22:27:13+00:00
num_battles: 6499
num_wins: 3356
celo_rating: 1267.96
family_friendly_score: 0.5844
family_friendly_standard_error: 0.006969600275482089
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_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': 0.5482682642542646, 'latency_mean': 1.8237990093231202, 'latency_p50': 1.810179352760315, 'latency_p90': 2.009157633781433}, {'batch_size': 3, 'throughput': 1.109848124865778, 'latency_mean': 2.690939096212387, 'latency_p50': 2.67261803150177, 'latency_p90': 3.0001219272613526}, {'batch_size': 5, 'throughput': 1.4226578060119421, 'latency_mean': 3.4997758769989016, 'latency_p50': 3.522447347640991, 'latency_p90': 3.9842323064804077}, {'batch_size': 6, 'throughput': 1.5395245697341622, 'latency_mean': 3.868815836906433, 'latency_p50': 3.854203224182129, 'latency_p90': 4.357911014556884}, {'batch_size': 8, 'throughput': 1.6744640407233993, 'latency_mean': 4.747498618364334, 'latency_p50': 4.728684186935425, 'latency_p90': 5.424361705780029}, {'batch_size': 10, 'throughput': 1.763710263910145, 'latency_mean': 5.613095237016678, 'latency_p50': 5.55465304851532, 'latency_p90': 6.501146936416625}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_13318_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-16
win_ratio: 0.5163871364825358
generation_params: {'temperature': 0.8, '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-13318-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-13318-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Retrying (%r) after connection broken by '%r': %s
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: Downloaded to shared memory in 56.065s
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9lxidtfr, device:0
chaiml-mn24b-v2preferwi-13318-v5-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', '')
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: quantized model in 287.335s
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 in 343.400s
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v5/nvidia
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-13318-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-13318-v5-mkmlizer completed after 427.92s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-13318-v5-mkmlizer
Pipeline stage MKMLizer completed in 428.44s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-13318-v5
Waiting for inference service chaiml-mn24b-v2preferwi-13318-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-13318-v5 ready after 60.52716565132141s
Pipeline stage MKMLDeployer completed in 61.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0267889499664307s
Received healthy response to inference request in 1.6818499565124512s
Received healthy response to inference request in 1.623213529586792s
Received healthy response to inference request in 1.7183589935302734s
Received healthy response to inference request in 1.6568992137908936s
5 requests
0 failed requests
5th percentile: 1.6299506664276122
10th percentile: 1.6366878032684327
20th percentile: 1.6501620769500733
30th percentile: 1.6618893623352051
40th percentile: 1.671869659423828
50th percentile: 1.6818499565124512
60th percentile: 1.69645357131958
70th percentile: 1.711057186126709
80th percentile: 1.7800449848175048
90th percentile: 1.9034169673919679
95th percentile: 1.9651029586791993
99th percentile: 2.014451751708984
mean time: 1.7414221286773681
Pipeline stage StressChecker completed in 10.29s
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 0.65s
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_13318_v5 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
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 2792.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_13318_v5 status is now torndown due to DeploymentManager action