developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_96834_v1
model_name: chaiml-mn24b-v2preferwi_96834_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:13:59+00:00
num_battles: 5891
num_wins: 3101
celo_rating: 1280.74
family_friendly_score: 0.5804
family_friendly_standard_error: 0.006979052084631551
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
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': 0.5462807562289507, 'latency_mean': 1.830446401834488, 'latency_p50': 1.8423622846603394, 'latency_p90': 2.018540787696838}, {'batch_size': 3, 'throughput': 1.1051545472962403, 'latency_mean': 2.7015989565849305, 'latency_p50': 2.704977869987488, 'latency_p90': 3.0128364324569703}, {'batch_size': 5, 'throughput': 1.430132343512074, 'latency_mean': 3.4755203557014465, 'latency_p50': 3.4588000774383545, 'latency_p90': 3.9241511106491087}, {'batch_size': 6, 'throughput': 1.5276356196945884, 'latency_mean': 3.8991262316703796, 'latency_p50': 3.900881767272949, 'latency_p90': 4.445868897438049}, {'batch_size': 8, 'throughput': 1.6803363983548625, 'latency_mean': 4.734746797084808, 'latency_p50': 4.730136871337891, 'latency_p90': 5.30708327293396}, {'batch_size': 10, 'throughput': 1.7576066759388576, 'latency_mean': 5.638025481700897, 'latency_p50': 5.664709806442261, 'latency_p90': 6.448719000816345}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_96834_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-21
win_ratio: 0.5263961975895434
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-96834-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-96834-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: Downloaded to shared memory in 48.061s
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpais3u7qk, device:0
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: quantized model in 287.715s
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 in 335.777s
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v1/nvidia
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-96834-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-96834-v1-mkmlizer completed after 469.16s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-96834-v1-mkmlizer
Pipeline stage MKMLizer completed in 469.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-96834-v1
Waiting for inference service chaiml-mn24b-v2preferwi-96834-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-96834-v1 ready after 70.42343282699585s
Pipeline stage MKMLDeployer completed in 70.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2393527030944824s
Received healthy response to inference request in 1.8938944339752197s
Received healthy response to inference request in 1.739478349685669s
Received healthy response to inference request in 1.6732745170593262s
Received healthy response to inference request in 1.9582772254943848s
5 requests
0 failed requests
5th percentile: 1.6865152835845947
10th percentile: 1.6997560501098632
20th percentile: 1.7262375831604004
30th percentile: 1.770361566543579
40th percentile: 1.8321280002593994
50th percentile: 1.8938944339752197
60th percentile: 1.9196475505828858
70th percentile: 1.9454006671905517
80th percentile: 2.0144923210144046
90th percentile: 2.1269225120544433
95th percentile: 2.1831376075744626
99th percentile: 2.2281096839904784
mean time: 1.9008554458618163
Pipeline stage StressChecker completed in 11.14s
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 0.80s
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 0.85s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-96834-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-96834-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 2992.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_96834_v1 status is now torndown due to DeploymentManager action