chaiml-mn24b-v2preferwi_27038

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27038_v2
model_name: chaiml-mn24b-v2preferwi_27038_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T06:00:48+00:00
num_battles: 5383
num_wins: 2903
celo_rating: 1290.41
family_friendly_score: 0.5067999999999999
family_friendly_standard_error: 0.007070413849273605
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5438141888666057, 'latency_mean': 1.8387454986572265, 'latency_p50': 1.8406332731246948, 'latency_p90': 2.0486741781234743}, {'batch_size': 3, 'throughput': 1.1021014830700098, 'latency_mean': 2.7125186741352083, 'latency_p50': 2.7252769470214844, 'latency_p90': 2.9624910593032836}, {'batch_size': 5, 'throughput': 1.426456087467988, 'latency_mean': 3.4800942945480347, 'latency_p50': 3.4856332540512085, 'latency_p90': 3.9166404008865356}, {'batch_size': 6, 'throughput': 1.5331997002091715, 'latency_mean': 3.8947562098503115, 'latency_p50': 3.9020047187805176, 'latency_p90': 4.385864496231079}, {'batch_size': 8, 'throughput': 1.683508661022264, 'latency_mean': 4.722535368204117, 'latency_p50': 4.784217715263367, 'latency_p90': 5.319498753547668}, {'batch_size': 10, 'throughput': 1.7509944052770061, 'latency_mean': 5.67179639339447, 'latency_p50': 5.644949674606323, 'latency_p90': 6.442813515663147}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27038_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-17
win_ratio: 0.5392903585361323
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-27038-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27038-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: Downloaded to shared memory in 56.930s
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpt90in5ok, device:0
chaiml-mn24b-v2preferwi-27038-v2-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-27038-v2-mkmlizer: quantized model in 291.896s
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune7 in 348.826s
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v2/nvidia
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-27038-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-27038-v2-mkmlizer completed after 417.29s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27038-v2-mkmlizer
Pipeline stage MKMLizer completed in 418.16s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.53s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-27038-v2
Waiting for inference service chaiml-mn24b-v2preferwi-27038-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-27038-v2 ready after 60.243056774139404s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9960691928863525s
Received healthy response to inference request in 1.76322603225708s
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 1.8147289752960205s
Received healthy response to inference request in 1.7906997203826904s
Received healthy response to inference request in 1.7079079151153564s
5 requests
0 failed requests
5th percentile: 1.7189715385437012
10th percentile: 1.730035161972046
20th percentile: 1.7521624088287353
30th percentile: 1.768720769882202
40th percentile: 1.7797102451324462
50th percentile: 1.7906997203826904
60th percentile: 1.8003114223480225
70th percentile: 1.8099231243133544
80th percentile: 1.850997018814087
90th percentile: 1.9235331058502196
95th percentile: 1.959801149368286
99th percentile: 1.9888155841827393
mean time: 1.8145263671875
Pipeline stage StressChecker completed in 10.54s
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 0.68s
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 1.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_v2 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
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 2745.96s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27038_v2 status is now torndown due to DeploymentManager action