developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_97012_v3
model_name: chaiml-mn24b-v2preferwi_97012_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T01:44:12+00:00
num_battles: 5646
num_wins: 3023
celo_rating: 1286.02
family_friendly_score: 0.5833999999999999
family_friendly_standard_error: 0.006972007458401059
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7
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': 0.548936193675875, 'latency_mean': 1.821584825515747, 'latency_p50': 1.8210844993591309, 'latency_p90': 2.040044736862183}, {'batch_size': 3, 'throughput': 1.0976273299089074, 'latency_mean': 2.718835771083832, 'latency_p50': 2.716964840888977, 'latency_p90': 2.985688829421997}, {'batch_size': 5, 'throughput': 1.4168570924431165, 'latency_mean': 3.523893327713013, 'latency_p50': 3.5503995418548584, 'latency_p90': 3.9954696178436278}, {'batch_size': 6, 'throughput': 1.5098617641391905, 'latency_mean': 3.9438701355457306, 'latency_p50': 3.979473114013672, 'latency_p90': 4.395189952850342}, {'batch_size': 8, 'throughput': 1.6620232156679833, 'latency_mean': 4.779062683582306, 'latency_p50': 4.766524434089661, 'latency_p90': 5.351031708717346}, {'batch_size': 10, 'throughput': 1.7379934721445127, 'latency_mean': 5.72667762875557, 'latency_p50': 5.76766562461853, 'latency_p90': 6.541659951210022}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_97012_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-16
win_ratio: 0.5354233085370174
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-97012-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-97012-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: Downloaded to shared memory in 66.063s
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2f_n0bpg, device:0
chaiml-mn24b-v2preferwi-97012-v3-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', '')
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-97012-v3-mkmlizer: quantized model in 288.493s
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 in 354.556s
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v3/nvidia
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-97012-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-97012-v3-mkmlizer completed after 459.1s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-97012-v3-mkmlizer
Pipeline stage MKMLizer completed in 459.62s
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-97012-v3
Waiting for inference service chaiml-mn24b-v2preferwi-97012-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-97012-v3 ready after 60.270268201828s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.155393600463867s
Received healthy response to inference request in 1.935908317565918s
Received healthy response to inference request in 1.6665136814117432s
Received healthy response to inference request in 1.9562809467315674s
Received healthy response to inference request in 1.8403198719024658s
5 requests
0 failed requests
5th percentile: 1.7012749195098877
10th percentile: 1.7360361576080323
20th percentile: 1.8055586338043212
30th percentile: 1.8594375610351563
40th percentile: 1.8976729393005372
50th percentile: 1.935908317565918
60th percentile: 1.9440573692321776
70th percentile: 1.9522064208984375
80th percentile: 1.9961034774780273
90th percentile: 2.0757485389709474
95th percentile: 2.115571069717407
99th percentile: 2.147429094314575
mean time: 1.9108832836151124
Pipeline stage StressChecker completed in 11.06s
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 0.72s
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 0.87s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_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 0.46s
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-97012-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-97012-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 2721.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_97012_v3 status is now torndown due to DeploymentManager action