developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_97927_v2
model_name: chaiml-mn24b-v2preferwi_97927_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T04:27:26+00:00
num_battles: 6012
num_wins: 3083
celo_rating: 1263.3
family_friendly_score: 0.5902000000000001
family_friendly_standard_error: 0.006955055139968338
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.5540966172817546, 'latency_mean': 1.8046118688583375, 'latency_p50': 1.8063957691192627, 'latency_p90': 1.999535322189331}, {'batch_size': 3, 'throughput': 1.115080671276063, 'latency_mean': 2.6884445083141326, 'latency_p50': 2.6804463863372803, 'latency_p90': 3.0008997201919554}, {'batch_size': 5, 'throughput': 1.4205872140657962, 'latency_mean': 3.4896857261657717, 'latency_p50': 3.476320505142212, 'latency_p90': 3.915500450134277}, {'batch_size': 6, 'throughput': 1.5381518992917833, 'latency_mean': 3.8833716428279876, 'latency_p50': 3.9161142110824585, 'latency_p90': 4.383252787590027}, {'batch_size': 8, 'throughput': 1.6911696764143267, 'latency_mean': 4.6820043170452115, 'latency_p50': 4.682141423225403, 'latency_p90': 5.3334547996521}, {'batch_size': 10, 'throughput': 1.7576836344124114, 'latency_mean': 5.649414924383163, 'latency_p50': 5.65523624420166, 'latency_p90': 6.399409770965576}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_97927_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-16
win_ratio: 0.5128077178975382
generation_params: {'temperature': 0.65, '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-97927-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-97927-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: Downloaded to shared memory in 57.819s
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4qk88kxd, device:0
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: quantized model in 288.446s
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6 in 346.265s
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v2/nvidia
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-97927-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-97927-v2-mkmlizer completed after 417.15s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-97927-v2-mkmlizer
Pipeline stage MKMLizer completed in 417.88s
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-97927-v2
Waiting for inference service chaiml-mn24b-v2preferwi-97927-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-97927-v2 ready after 40.20757460594177s
Pipeline stage MKMLDeployer completed in 41.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1090261936187744s
Received healthy response to inference request in 2.146472692489624s
Received healthy response to inference request in 1.9420311450958252s
Received healthy response to inference request in 1.6441874504089355s
Received healthy response to inference request in 1.8125898838043213s
5 requests
0 failed requests
5th percentile: 1.6778679370880127
10th percentile: 1.71154842376709
20th percentile: 1.778909397125244
30th percentile: 1.8384781360626221
40th percentile: 1.8902546405792235
50th percentile: 1.9420311450958252
60th percentile: 2.0088291645050047
70th percentile: 2.0756271839141847
80th percentile: 2.1165154933929444
90th percentile: 2.131494092941284
95th percentile: 2.138983392715454
99th percentile: 2.14497483253479
mean time: 1.930861473083496
Pipeline stage StressChecker completed in 11.13s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97927_v2 status is now deployed due to DeploymentManager action
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 2693.16s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97927_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_97927_v2 status is now torndown due to DeploymentManager action