chaiml-mn24b-v2preferwi_59255

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59255_v5
model_name: chaiml-mn24b-v2preferwi_59255_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:45:33+00:00
num_battles: 5644
num_wins: 2895
celo_rating: 1273.7
family_friendly_score: 0.5658000000000001
family_friendly_standard_error: 0.007009570029609519
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7
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': 0.5446872754973452, 'latency_mean': 1.8358160710334779, 'latency_p50': 1.8435754776000977, 'latency_p90': 2.0482473611831664}, {'batch_size': 3, 'throughput': 1.1038844685718097, 'latency_mean': 2.7087633562088014, 'latency_p50': 2.721747398376465, 'latency_p90': 3.076150918006897}, {'batch_size': 5, 'throughput': 1.4154544390976065, 'latency_mean': 3.5193877673149108, 'latency_p50': 3.507852077484131, 'latency_p90': 3.969235324859619}, {'batch_size': 6, 'throughput': 1.5339071557636796, 'latency_mean': 3.884452522993088, 'latency_p50': 3.866263747215271, 'latency_p90': 4.319638180732727}, {'batch_size': 8, 'throughput': 1.6701623882452807, 'latency_mean': 4.749446325302124, 'latency_p50': 4.728653073310852, 'latency_p90': 5.427303147315979}, {'batch_size': 10, 'throughput': 1.7609669710099447, 'latency_mean': 5.640245777368546, 'latency_p50': 5.6487815380096436, 'latency_p90': 6.620393371582031}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59255_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-23
win_ratio: 0.5129340892983699
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-59255-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59255-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: Downloaded to shared memory in 48.757s
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpj7h101pi, device:0
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: quantized model in 285.937s
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 in 334.694s
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v5/nvidia
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-59255-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v5/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-59255-v5-mkmlizer completed after 430.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59255-v5-mkmlizer
Pipeline stage MKMLizer completed in 430.63s
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-59255-v5
Waiting for inference service chaiml-mn24b-v2preferwi-59255-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-59255-v5 ready after 50.322311878204346s
Pipeline stage MKMLDeployer completed in 50.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.152236223220825s
Received healthy response to inference request in 1.8438458442687988s
Received healthy response to inference request in 1.796027660369873s
Received healthy response to inference request in 1.82918381690979s
Received healthy response to inference request in 1.9320697784423828s
5 requests
0 failed requests
5th percentile: 1.8026588916778565
10th percentile: 1.8092901229858398
20th percentile: 1.8225525856018066
30th percentile: 1.8321162223815919
40th percentile: 1.8379810333251954
50th percentile: 1.8438458442687988
60th percentile: 1.8791354179382325
70th percentile: 1.914424991607666
80th percentile: 1.9761030673980713
90th percentile: 2.0641696453094482
95th percentile: 2.1082029342651367
99th percentile: 2.1434295654296873
mean time: 1.910672664642334
Pipeline stage StressChecker completed in 11.46s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_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 0.13s
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-59255-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59255-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 2800.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59255_v5 status is now torndown due to DeploymentManager action