developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29381_v1
model_name: chaiml-mn24b-v2preferwi_29381_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T21:53:23+00:00
num_battles: 5696
num_wins: 2979
celo_rating: 1278.71
family_friendly_score: 0.5429999999999999
family_friendly_standard_error: 0.007044870474323854
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.5456174566459306, 'latency_mean': 1.832659831047058, 'latency_p50': 1.8169275522232056, 'latency_p90': 2.0310245037078856}, {'batch_size': 3, 'throughput': 1.0973982997338834, 'latency_mean': 2.732019237279892, 'latency_p50': 2.732901453971863, 'latency_p90': 3.022540879249573}, {'batch_size': 5, 'throughput': 1.3785439555098213, 'latency_mean': 3.6025851249694822, 'latency_p50': 3.642200469970703, 'latency_p90': 4.028617334365845}, {'batch_size': 6, 'throughput': 1.4947745041812965, 'latency_mean': 3.97138636469841, 'latency_p50': 3.939647674560547, 'latency_p90': 4.529315519332886}, {'batch_size': 8, 'throughput': 1.6338495884871145, 'latency_mean': 4.865166364908219, 'latency_p50': 4.8694716691970825, 'latency_p90': 5.642125463485717}, {'batch_size': 10, 'throughput': 1.7003981781193265, 'latency_mean': 5.838525537252426, 'latency_p50': 5.868988633155823, 'latency_p90': 6.855575323104858}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29381_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.42
us_pacific_date: 2025-09-11
win_ratio: 0.522998595505618
generation_params: {'temperature': 0.5, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-29381-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29381-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: Downloaded to shared memory in 65.950s
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzv9jbjw2, device:0
chaiml-mn24b-v2preferwi-29381-v1-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', '')
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: quantized model in 287.412s
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune3 in 353.363s
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v1/nvidia
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-29381-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-29381-v1-mkmlizer completed after 448.91s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29381-v1-mkmlizer
Pipeline stage MKMLizer completed in 449.44s
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-29381-v1
Waiting for inference service chaiml-mn24b-v2preferwi-29381-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-29381-v1 ready after 30.278177738189697s
Pipeline stage MKMLDeployer completed in 30.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1718192100524902s
Received healthy response to inference request in 2.0970897674560547s
Received healthy response to inference request in 1.68147611618042s
Received healthy response to inference request in 2.205111265182495s
Received healthy response to inference request in 1.7052226066589355s
5 requests
0 failed requests
5th percentile: 1.686225414276123
10th percentile: 1.6909747123718262
20th percentile: 1.7004733085632324
30th percentile: 1.7835960388183594
40th percentile: 1.940342903137207
50th percentile: 2.0970897674560547
60th percentile: 2.1269815444946287
70th percentile: 2.156873321533203
80th percentile: 2.1784776210784913
90th percentile: 2.191794443130493
95th percentile: 2.198452854156494
99th percentile: 2.203779582977295
mean time: 1.972143793106079
Pipeline stage StressChecker completed in 11.21s
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 0.69s
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_29381_v1 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-29381-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-29381-v1-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 2488.55s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29381_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29381_v1 status is now torndown due to DeploymentManager action