developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27579_v2
model_name: chaiml-mn24b-v2preferwi_27579_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:16:35+00:00
num_battles: 5300
num_wins: 2767
celo_rating: 1269.32
family_friendly_score: 0.5640000000000001
family_friendly_standard_error: 0.007012902394871898
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_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': 0.5514115139896654, 'latency_mean': 1.813424974679947, 'latency_p50': 1.8084570169448853, 'latency_p90': 2.01113862991333}, {'batch_size': 3, 'throughput': 1.1210841148625237, 'latency_mean': 2.6694698417186737, 'latency_p50': 2.6511282920837402, 'latency_p90': 3.047329306602478}, {'batch_size': 5, 'throughput': 1.4328367541670426, 'latency_mean': 3.47505641579628, 'latency_p50': 3.4748501777648926, 'latency_p90': 3.9341429710388183}, {'batch_size': 6, 'throughput': 1.5282774519171636, 'latency_mean': 3.8979624700546265, 'latency_p50': 3.9408732652664185, 'latency_p90': 4.472572374343872}, {'batch_size': 8, 'throughput': 1.6956216366733823, 'latency_mean': 4.681008092164993, 'latency_p50': 4.7054280042648315, 'latency_p90': 5.309526824951171}, {'batch_size': 10, 'throughput': 1.766953125080141, 'latency_mean': 5.606198019981385, 'latency_p50': 5.679681181907654, 'latency_p90': 6.401608729362488}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27579_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-15
win_ratio: 0.5220754716981132
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': '<|im_start|>user\n{prompt}<|im_end|>\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-27579-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27579-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: Downloaded to shared memory in 57.729s
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpt0kjdzzj, device:0
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: quantized model in 288.985s
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_tune1 in 346.714s
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v2/nvidia
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27579-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27579-v2-mkmlizer completed after 417.51s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27579-v2-mkmlizer
Pipeline stage MKMLizer completed in 417.98s
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-27579-v2
Waiting for inference service chaiml-mn24b-v2preferwi-27579-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-27579-v2 ready after 50.215616941452026s
Pipeline stage MKMLDeployer completed in 50.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1882381439208984s
Received healthy response to inference request in 1.6847271919250488s
Received healthy response to inference request in 1.7033898830413818s
Received healthy response to inference request in 1.7155351638793945s
Received healthy response to inference request in 1.8340175151824951s
5 requests
0 failed requests
5th percentile: 1.6884597301483155
10th percentile: 1.692192268371582
20th percentile: 1.6996573448181151
30th percentile: 1.7058189392089844
40th percentile: 1.7106770515441894
50th percentile: 1.7155351638793945
60th percentile: 1.7629281044006349
70th percentile: 1.810321044921875
80th percentile: 1.904861640930176
90th percentile: 2.046549892425537
95th percentile: 2.1173940181732176
99th percentile: 2.1740693187713624
mean time: 1.8251815795898438
Pipeline stage StressChecker completed in 10.43s
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 0.87s
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_27579_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 0.32s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-27579-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-27579-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 2875.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27579_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27579_v2 status is now torndown due to DeploymentManager action