chaiml-mn24b-v2preferwi_51422

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51422_v5
model_name: chaiml-mn24b-v2preferwi_51422_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T21:12:58+00:00
num_battles: 5357
num_wins: 2919
celo_rating: 1288.41
family_friendly_score: 0.5682
family_friendly_standard_error: 0.0070049805138915275
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6
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': 0.5496088111290575, 'latency_mean': 1.819356255531311, 'latency_p50': 1.795945644378662, 'latency_p90': 2.011279034614563}, {'batch_size': 3, 'throughput': 1.1244974066676956, 'latency_mean': 2.662175921201706, 'latency_p50': 2.6448150873184204, 'latency_p90': 2.9417415142059324}, {'batch_size': 5, 'throughput': 1.4281951645099353, 'latency_mean': 3.4795198941230776, 'latency_p50': 3.481003165245056, 'latency_p90': 3.8754939079284667}, {'batch_size': 6, 'throughput': 1.5485071744957069, 'latency_mean': 3.8468257093429568, 'latency_p50': 3.8387356996536255, 'latency_p90': 4.3413009405136105}, {'batch_size': 8, 'throughput': 1.699493563921336, 'latency_mean': 4.669116967916489, 'latency_p50': 4.6646445989608765, 'latency_p90': 5.2664311170578}, {'batch_size': 10, 'throughput': 1.7775279982430108, 'latency_mean': 5.573917459249497, 'latency_p50': 5.606494665145874, 'latency_p90': 6.346308159828186}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51422_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-21
win_ratio: 0.5448945305208139
generation_params: {'temperature': 0.8, '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-51422-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51422-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: Downloaded to shared memory in 43.759s
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpd5i3uw1s, device:0
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: quantized model in 285.004s
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 in 328.764s
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v5/nvidia
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v5/nvidia/tokenizer_config.json
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-51422-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51422-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v5/nvidia/flywheel_model.0.safetensors
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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', '')
Job chaiml-mn24b-v2preferwi-51422-v5-mkmlizer completed after 438.25s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51422-v5-mkmlizer
Pipeline stage MKMLizer completed in 438.82s
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-51422-v5
Waiting for inference service chaiml-mn24b-v2preferwi-51422-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-51422-v5 ready after 60.352282762527466s
Pipeline stage MKMLDeployer completed in 61.16s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2276976108551025s
Received healthy response to inference request in 1.7200257778167725s
Received healthy response to inference request in 1.8561537265777588s
Received healthy response to inference request in 1.7244040966033936s
Received healthy response to inference request in 1.8836705684661865s
5 requests
0 failed requests
5th percentile: 1.7209014415740966
10th percentile: 1.7217771053314208
20th percentile: 1.7235284328460694
30th percentile: 1.7507540225982665
40th percentile: 1.8034538745880127
50th percentile: 1.8561537265777588
60th percentile: 1.8671604633331298
70th percentile: 1.878167200088501
80th percentile: 1.95247597694397
90th percentile: 2.090086793899536
95th percentile: 2.158892202377319
99th percentile: 2.213936529159546
mean time: 1.8823903560638429
Pipeline stage StressChecker completed in 10.65s
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 0.64s
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 0.84s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_v5 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-51422-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-51422-v5-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 2672.28s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51422_v5 status is now torndown due to DeploymentManager action