developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16354_v5
model_name: chaiml-mn24b-v2preferwi_16354_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:41:15+00:00
num_battles: 6400
num_wins: 3271
celo_rating: 1265.31
family_friendly_score: 0.5512
family_friendly_standard_error: 0.007033897354951947
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5541567048947581, 'latency_mean': 1.8044473361968993, 'latency_p50': 1.7851778268814087, 'latency_p90': 2.0249006748199463}, {'batch_size': 3, 'throughput': 1.1132115757729981, 'latency_mean': 2.687368193864822, 'latency_p50': 2.6855297088623047, 'latency_p90': 2.9531153440475464}, {'batch_size': 5, 'throughput': 1.4340764067645138, 'latency_mean': 3.468312176465988, 'latency_p50': 3.47048819065094, 'latency_p90': 3.9571152687072755}, {'batch_size': 6, 'throughput': 1.543172546187828, 'latency_mean': 3.8704634857177735, 'latency_p50': 3.8659716844558716, 'latency_p90': 4.371078777313232}, {'batch_size': 8, 'throughput': 1.685477571123249, 'latency_mean': 4.722806671857834, 'latency_p50': 4.70748496055603, 'latency_p90': 5.513012862205505}, {'batch_size': 10, 'throughput': 1.7704591459153751, 'latency_mean': 5.575920860767365, 'latency_p50': 5.572579026222229, 'latency_p90': 6.268033599853515}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16354_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-19
win_ratio: 0.51109375
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-16354-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16354-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: Downloaded to shared memory in 114.289s
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8fy1stn_, device:0
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: quantized model in 288.683s
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 in 402.973s
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v5/nvidia
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16354-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16354-v5-mkmlizer completed after 506.51s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16354-v5-mkmlizer
Pipeline stage MKMLizer completed in 507.44s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.35s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16354-v5
Waiting for inference service chaiml-mn24b-v2preferwi-16354-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-16354-v5 ready after 60.4327974319458s
Pipeline stage MKMLDeployer completed in 60.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2042007446289062s
Received healthy response to inference request in 2.1095356941223145s
Received healthy response to inference request in 1.7560575008392334s
Received healthy response to inference request in 1.780729055404663s
Received healthy response to inference request in 2.9240834712982178s
5 requests
0 failed requests
5th percentile: 1.7609918117523193
10th percentile: 1.7659261226654053
20th percentile: 1.7757947444915771
30th percentile: 1.8464903831481934
40th percentile: 1.978013038635254
50th percentile: 2.1095356941223145
60th percentile: 2.147401714324951
70th percentile: 2.1852677345275877
80th percentile: 2.3481772899627686
90th percentile: 2.636130380630493
95th percentile: 2.7801069259643554
99th percentile: 2.8952881622314455
mean time: 2.154921293258667
Pipeline stage StressChecker completed in 13.91s
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 1.41s
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 1.36s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-16354-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-16354-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 3088.39s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16354_v5 status is now torndown due to DeploymentManager action