developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93858_v1
model_name: chaiml-mn24b-v2preferwi_93858_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T00:34:11+00:00
num_battles: 6775
num_wins: 3601
celo_rating: 1276.08
family_friendly_score: 0.5482
family_friendly_standard_error: 0.007038135548566822
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_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': 0.5448908204981352, 'latency_mean': 1.8351303386688231, 'latency_p50': 1.8317492008209229, 'latency_p90': 2.0395623207092286}, {'batch_size': 3, 'throughput': 1.1098709115885728, 'latency_mean': 2.695297154188156, 'latency_p50': 2.7028788328170776, 'latency_p90': 2.9360970973968508}, {'batch_size': 5, 'throughput': 1.4381772991087627, 'latency_mean': 3.461559377908707, 'latency_p50': 3.4652167558670044, 'latency_p90': 3.94393093585968}, {'batch_size': 6, 'throughput': 1.5365070932934526, 'latency_mean': 3.8615310966968535, 'latency_p50': 3.8334802389144897, 'latency_p90': 4.4053802490234375}, {'batch_size': 8, 'throughput': 1.6951546209767636, 'latency_mean': 4.672103368043899, 'latency_p50': 4.652737855911255, 'latency_p90': 5.373830842971802}, {'batch_size': 10, 'throughput': 1.787317998649863, 'latency_mean': 5.557846945524216, 'latency_p50': 5.521340370178223, 'latency_p90': 6.483424496650696}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93858_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-19
win_ratio: 0.5315129151291513
generation_params: {'temperature': 0.6, '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-93858-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93858-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: Downloaded to shared memory in 66.086s
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcafrm2hr, device:0
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: quantized model in 288.501s
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 in 354.587s
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v1/nvidia
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93858-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-93858-v1-mkmlizer completed after 509.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93858-v1-mkmlizer
Pipeline stage MKMLizer completed in 510.41s
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-93858-v1
Waiting for inference service chaiml-mn24b-v2preferwi-93858-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-93858-v1 ready after 70.33742451667786s
Pipeline stage MKMLDeployer completed in 71.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1348047256469727s
Received healthy response to inference request in 1.6708965301513672s
Received healthy response to inference request in 1.6811258792877197s
Received healthy response to inference request in 1.8093235492706299s
Received healthy response to inference request in 1.6937556266784668s
5 requests
0 failed requests
5th percentile: 1.6729423999786377
10th percentile: 1.6749882698059082
20th percentile: 1.6790800094604492
30th percentile: 1.683651828765869
40th percentile: 1.688703727722168
50th percentile: 1.6937556266784668
60th percentile: 1.739982795715332
70th percentile: 1.7862099647521972
80th percentile: 1.8744197845458985
90th percentile: 2.0046122550964354
95th percentile: 2.069708490371704
99th percentile: 2.121785478591919
mean time: 1.7979812622070312
Pipeline stage StressChecker completed in 10.37s
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 0.84s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_v1 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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2892.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93858_v1 status is now torndown due to DeploymentManager action