developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93748_v3
model_name: chaiml-mn24b-v2preferwi_93748_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:26:23+00:00
num_battles: 6486
num_wins: 3258
celo_rating: 1257.94
family_friendly_score: 0.5900000000000001
family_friendly_standard_error: 0.0069555733049116815
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
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': 0.5459888606285499, 'latency_mean': 1.8314436650276185, 'latency_p50': 1.830014944076538, 'latency_p90': 2.039012575149536}, {'batch_size': 3, 'throughput': 1.1071500472704816, 'latency_mean': 2.705978260040283, 'latency_p50': 2.7323180437088013, 'latency_p90': 3.0052379369735718}, {'batch_size': 5, 'throughput': 1.4250716503584009, 'latency_mean': 3.491803815364838, 'latency_p50': 3.489593982696533, 'latency_p90': 3.933813714981079}, {'batch_size': 6, 'throughput': 1.518300846213091, 'latency_mean': 3.926598619222641, 'latency_p50': 3.92502760887146, 'latency_p90': 4.401159477233887}, {'batch_size': 8, 'throughput': 1.6617799324006493, 'latency_mean': 4.781647716760635, 'latency_p50': 4.77196192741394, 'latency_p90': 5.436475396156311}, {'batch_size': 10, 'throughput': 1.7207450759585887, 'latency_mean': 5.756491556167602, 'latency_p50': 5.818088173866272, 'latency_p90': 6.507414698600769}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93748_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-16
win_ratio: 0.5023126734505088
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-93748-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93748-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: Downloaded to shared memory in 49.720s
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpb8k5y9br, device:0
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: quantized model in 288.222s
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 in 337.942s
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v3/nvidia
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93748-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-93748-v3-mkmlizer completed after 439.52s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93748-v3-mkmlizer
Pipeline stage MKMLizer completed in 440.09s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-93748-v3
Waiting for inference service chaiml-mn24b-v2preferwi-93748-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-93748-v3 ready after 30.202932119369507s
Pipeline stage MKMLDeployer completed in 30.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7479941844940186s
Received healthy response to inference request in 2.1569480895996094s
Received healthy response to inference request in 2.2147817611694336s
Received healthy response to inference request in 1.4835171699523926s
Received healthy response to inference request in 1.6240630149841309s
5 requests
0 failed requests
5th percentile: 1.5116263389587403
10th percentile: 1.5397355079650878
20th percentile: 1.5959538459777831
30th percentile: 1.6488492488861084
40th percentile: 1.6984217166900635
50th percentile: 1.7479941844940186
60th percentile: 1.9115757465362548
70th percentile: 2.075157308578491
80th percentile: 2.1685148239135743
90th percentile: 2.1916482925415037
95th percentile: 2.2032150268554687
99th percentile: 2.2124684143066404
mean time: 1.845460844039917
Pipeline stage StressChecker completed in 10.77s
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 0.70s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_v3 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-93748-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-93748-v3-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 2941.27s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93748_v3 status is now torndown due to DeploymentManager action