chaiml-mn24b-v2preferwi_67650

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67650_v4
model_name: chaiml-mn24b-v2preferwi_67650_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T02:27:34+00:00
num_battles: 5612
num_wins: 2814
celo_rating: 1258.58
family_friendly_score: 0.5880000000000001
family_friendly_standard_error: 0.00696068962100739
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2
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': 0.547356817291762, 'latency_mean': 1.8268397235870362, 'latency_p50': 1.8194286823272705, 'latency_p90': 2.0260720014572144}, {'batch_size': 3, 'throughput': 1.1045990199561662, 'latency_mean': 2.706208032369614, 'latency_p50': 2.7017014026641846, 'latency_p90': 2.975191831588745}, {'batch_size': 5, 'throughput': 1.4369997994393116, 'latency_mean': 3.463282904624939, 'latency_p50': 3.4448105096817017, 'latency_p90': 3.898314785957336}, {'batch_size': 6, 'throughput': 1.5312145228405438, 'latency_mean': 3.895554815530777, 'latency_p50': 3.8691177368164062, 'latency_p90': 4.39373893737793}, {'batch_size': 8, 'throughput': 1.6750342454081055, 'latency_mean': 4.738972195386887, 'latency_p50': 4.7336626052856445, 'latency_p90': 5.560994863510132}, {'batch_size': 10, 'throughput': 1.7497762996591035, 'latency_mean': 5.667050909996033, 'latency_p50': 5.672789454460144, 'latency_p90': 6.4345804214477536}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67650_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-16
win_ratio: 0.5014255167498218
generation_params: {'temperature': 0.75, '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-67650-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67650-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: Downloaded to shared memory in 62.220s
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdm3pmqpm, device:0
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: quantized model in 287.960s
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 in 350.181s
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v4/nvidia
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67650-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67650-v4-mkmlizer completed after 418.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67650-v4-mkmlizer
Pipeline stage MKMLizer completed in 418.93s
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-67650-v4
Waiting for inference service chaiml-mn24b-v2preferwi-67650-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-67650-v4 ready after 50.37217617034912s
Pipeline stage MKMLDeployer completed in 50.92s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.3668723106384277s
Received healthy response to inference request in 1.6957757472991943s
Received healthy response to inference request in 2.114698886871338s
Received healthy response to inference request in 1.682241678237915s
Received healthy response to inference request in 1.6494755744934082s
5 requests
0 failed requests
5th percentile: 1.4233929634094238
10th percentile: 1.4799136161804198
20th percentile: 1.5929549217224122
30th percentile: 1.6560287952423096
40th percentile: 1.6691352367401122
50th percentile: 1.682241678237915
60th percentile: 1.6876553058624268
70th percentile: 1.6930689334869384
80th percentile: 1.779560375213623
90th percentile: 1.9471296310424806
95th percentile: 2.030914258956909
99th percentile: 2.097941961288452
mean time: 1.7018128395080567
Pipeline stage StressChecker completed in 10.40s
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 0.92s
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 0.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_v4 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.07s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-67650-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-67650-v4-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 2708.07s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67650_v4 status is now torndown due to DeploymentManager action