chaiml-mn24b-v2preferwi_56971

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_56971_v3
model_name: chaiml-mn24b-v2preferwi_56971_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:54:55+00:00
num_battles: 5707
num_wins: 2938
celo_rating: 1268.13
family_friendly_score: 0.583
family_friendly_standard_error: 0.006972962067873307
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
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': 0.551078054465239, 'latency_mean': 1.8145297181606292, 'latency_p50': 1.805824637413025, 'latency_p90': 2.0236876010894775}, {'batch_size': 3, 'throughput': 1.106813794184758, 'latency_mean': 2.6983794486522674, 'latency_p50': 2.6921792030334473, 'latency_p90': 2.93408408164978}, {'batch_size': 5, 'throughput': 1.4334300321538045, 'latency_mean': 3.47742604970932, 'latency_p50': 3.491690993309021, 'latency_p90': 3.936495614051819}, {'batch_size': 6, 'throughput': 1.5408158045620415, 'latency_mean': 3.871126495599747, 'latency_p50': 3.865442633628845, 'latency_p90': 4.363069319725037}, {'batch_size': 8, 'throughput': 1.6836818607258794, 'latency_mean': 4.711647506952286, 'latency_p50': 4.749919533729553, 'latency_p90': 5.310278868675232}, {'batch_size': 10, 'throughput': 1.7735744825706143, 'latency_mean': 5.587838934659958, 'latency_p50': 5.557340145111084, 'latency_p90': 6.371077060699463}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_56971_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.5148063781321185
generation_params: {'temperature': 0.7, '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-56971-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-56971-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-56971-v3-mkmlizer: Downloaded to shared memory in 64.352s
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpi0rxg3pd, device:0
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: quantized model in 291.045s
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune8 in 355.397s
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v3/nvidia
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-56971-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-56971-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-56971-v3-mkmlizer completed after 387.89s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-56971-v3-mkmlizer
Pipeline stage MKMLizer completed in 388.70s
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-56971-v3
Waiting for inference service chaiml-mn24b-v2preferwi-56971-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-56971-v3 ready after 40.20765161514282s
Pipeline stage MKMLDeployer completed in 40.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0430078506469727s
Received healthy response to inference request in 1.7563979625701904s
Received healthy response to inference request in 1.671097993850708s
Received healthy response to inference request in 1.8702223300933838s
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', '')
Received healthy response to inference request in 1.65128493309021s
5 requests
0 failed requests
5th percentile: 1.6552475452423097
10th percentile: 1.6592101573944091
20th percentile: 1.6671353816986083
30th percentile: 1.6881579875946044
40th percentile: 1.7222779750823975
50th percentile: 1.7563979625701904
60th percentile: 1.8019277095794677
70th percentile: 1.8474574565887452
80th percentile: 1.9047794342041016
90th percentile: 1.973893642425537
95th percentile: 2.008450746536255
99th percentile: 2.036096429824829
mean time: 1.7984022140502929
Pipeline stage StressChecker completed in 10.41s
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 0.72s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_v3 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-56971-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-56971-v3-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 3120.82s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_56971_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_56971_v3 status is now torndown due to DeploymentManager action