developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_83370_v4
model_name: chaiml-mn24b-v2preferwi_83370_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:36:06+00:00
num_battles: 5288
num_wins: 2691
celo_rating: 1262.43
family_friendly_score: 0.5446
family_friendly_standard_error: 0.0070428806606387985
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5478563053893775, 'latency_mean': 1.8251714265346528, 'latency_p50': 1.827139139175415, 'latency_p90': 2.0190056800842284}, {'batch_size': 3, 'throughput': 1.117300619195942, 'latency_mean': 2.6710580229759215, 'latency_p50': 2.6752465963363647, 'latency_p90': 2.960529637336731}, {'batch_size': 5, 'throughput': 1.45473659283954, 'latency_mean': 3.4278824043273928, 'latency_p50': 3.4015291929244995, 'latency_p90': 3.8972051620483397}, {'batch_size': 6, 'throughput': 1.5564283972548678, 'latency_mean': 3.8325109314918517, 'latency_p50': 3.8259754180908203, 'latency_p90': 4.371021890640258}, {'batch_size': 8, 'throughput': 1.7110986670410087, 'latency_mean': 4.642354141473771, 'latency_p50': 4.60057270526886, 'latency_p90': 5.294947147369384}, {'batch_size': 10, 'throughput': 1.7980949051959942, 'latency_mean': 5.518353239297867, 'latency_p50': 5.493864893913269, 'latency_p90': 6.337884449958801}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_83370_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-17
win_ratio: 0.5088880484114977
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-83370-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-83370-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-83370-v4-mkmlizer: Downloaded to shared memory in 61.494s
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpys3c3ms_, device:0
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: quantized model in 288.618s
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune1 in 350.112s
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v4/nvidia
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-83370-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-83370-v4-mkmlizer completed after 429.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-83370-v4-mkmlizer
Pipeline stage MKMLizer completed in 429.70s
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-83370-v4
Waiting for inference service chaiml-mn24b-v2preferwi-83370-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-83370-v4 ready after 40.24861216545105s
Pipeline stage MKMLDeployer completed in 40.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5796756744384766s
Received healthy response to inference request in 0.9006438255310059s
Received healthy response to inference request in 1.5322422981262207s
Received healthy response to inference request in 1.1325912475585938s
Received healthy response to inference request in 2.1655657291412354s
5 requests
0 failed requests
5th percentile: 0.9470333099365235
10th percentile: 0.9934227943420411
20th percentile: 1.0862017631530763
30th percentile: 1.212521457672119
40th percentile: 1.3723818778991699
50th percentile: 1.5322422981262207
60th percentile: 1.551215648651123
70th percentile: 1.5701889991760254
80th percentile: 1.6968536853790284
90th percentile: 1.931209707260132
95th percentile: 2.0483877182006833
99th percentile: 2.1421301269531248
mean time: 1.4621437549591065
Pipeline stage StressChecker completed in 8.79s
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 0.93s
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_83370_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
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 2641.09s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_83370_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_83370_v4 status is now torndown due to DeploymentManager action