chaiml-mn24b-v2preferwi_47271

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47271_v1
model_name: chaiml-mn24b-v2preferwi_47271_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T00:32:04+00:00
num_battles: 6527
num_wins: 3455
celo_rating: 1272.51
family_friendly_score: 0.5651999999999999
family_friendly_standard_error: 0.007010691264062339
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4
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': 0.5496220766404988, 'latency_mean': 1.8193111634254455, 'latency_p50': 1.8309422731399536, 'latency_p90': 1.9913969039916992}, {'batch_size': 3, 'throughput': 1.117360546224817, 'latency_mean': 2.6700094974040987, 'latency_p50': 2.670306444168091, 'latency_p90': 2.9588889837265016}, {'batch_size': 5, 'throughput': 1.4509338013442232, 'latency_mean': 3.4345820474624635, 'latency_p50': 3.412384510040283, 'latency_p90': 3.9302381753921507}, {'batch_size': 6, 'throughput': 1.5534409232708044, 'latency_mean': 3.839492117166519, 'latency_p50': 3.8496214151382446, 'latency_p90': 4.339143919944763}, {'batch_size': 8, 'throughput': 1.7042695210182974, 'latency_mean': 4.656069490909577, 'latency_p50': 4.657211065292358, 'latency_p90': 5.3245999097824095}, {'batch_size': 10, 'throughput': 1.7882528811168164, 'latency_mean': 5.53886800289154, 'latency_p50': 5.521668553352356, 'latency_p90': 6.342408657073975}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47271_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-20
win_ratio: 0.5293396660027577
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-47271-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47271-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: Downloaded to shared memory in 66.000s
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppgrmomzq, device:0
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-47271-v1-mkmlizer: quantized model in 284.223s
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4 in 350.223s
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v1/nvidia
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47271-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47271-v1-mkmlizer completed after 428.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47271-v1-mkmlizer
Pipeline stage MKMLizer completed in 429.16s
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-47271-v1
Waiting for inference service chaiml-mn24b-v2preferwi-47271-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-47271-v1 ready after 60.33493733406067s
Pipeline stage MKMLDeployer completed in 60.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0268781185150146s
Received healthy response to inference request in 1.783653736114502s
Received healthy response to inference request in 2.0004255771636963s
Received healthy response to inference request in 1.8083436489105225s
Received healthy response to inference request in 1.954169511795044s
5 requests
0 failed requests
5th percentile: 1.7885917186737061
10th percentile: 1.7935297012329101
20th percentile: 1.8034056663513183
30th percentile: 1.8375088214874267
40th percentile: 1.8958391666412353
50th percentile: 1.954169511795044
60th percentile: 1.9726719379425048
70th percentile: 1.9911743640899657
80th percentile: 2.00571608543396
90th percentile: 2.0162971019744873
95th percentile: 2.021587610244751
99th percentile: 2.025820016860962
mean time: 1.914694118499756
Pipeline stage StressChecker completed in 10.98s
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 0.66s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47271_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.07s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-47271-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-47271-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 2686.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47271_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47271_v1 status is now torndown due to DeploymentManager action