chaiml-mn24b-v2preferwi_87423

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_87423_v3
model_name: chaiml-mn24b-v2preferwi_87423_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:51:02+00:00
num_battles: 5441
num_wins: 2794
celo_rating: 1279.62
family_friendly_score: 0.5187999999999999
family_friendly_standard_error: 0.007066067647567492
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5476239657681542, 'latency_mean': 1.8259443020820618, 'latency_p50': 1.8147042989730835, 'latency_p90': 2.0306711196899414}, {'batch_size': 3, 'throughput': 1.1100401584955764, 'latency_mean': 2.6980513405799864, 'latency_p50': 2.7261316776275635, 'latency_p90': 2.942732882499695}, {'batch_size': 5, 'throughput': 1.4340649013637354, 'latency_mean': 3.468023750782013, 'latency_p50': 3.4762200117111206, 'latency_p90': 3.8550881147384644}, {'batch_size': 6, 'throughput': 1.548804380046957, 'latency_mean': 3.8356901204586027, 'latency_p50': 3.8394758701324463, 'latency_p90': 4.286810374259948}, {'batch_size': 8, 'throughput': 1.703424642568705, 'latency_mean': 4.6474650037288665, 'latency_p50': 4.637105345726013, 'latency_p90': 5.297659850120544}, {'batch_size': 10, 'throughput': 1.7917961973996788, 'latency_mean': 5.543301334381104, 'latency_p50': 5.528221011161804, 'latency_p90': 6.436812472343445}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_87423_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-17
win_ratio: 0.5135085462231207
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-87423-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87423-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-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-87423-v3-mkmlizer: Downloaded to shared memory in 60.196s
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpe7k3ylip, device:0
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: quantized model in 290.275s
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune4 in 350.472s
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v3/nvidia
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-87423-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-87423-v3-mkmlizer completed after 468.25s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-87423-v3-mkmlizer
Pipeline stage MKMLizer completed in 468.78s
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-87423-v3
Waiting for inference service chaiml-mn24b-v2preferwi-87423-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-87423-v3 ready after 60.5352098941803s
Pipeline stage MKMLDeployer completed in 60.98s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.0948445796966553s
Received healthy response to inference request in 1.4951491355895996s
Received healthy response to inference request in 1.6449720859527588s
Received healthy response to inference request in 1.7313673496246338s
5 requests
1 failed requests
5th percentile: 1.5251137256622314
10th percentile: 1.5550783157348633
20th percentile: 1.615007495880127
30th percentile: 1.6622511386871337
40th percentile: 1.6968092441558837
50th percentile: 1.7313673496246338
60th percentile: 1.8767582416534423
70th percentile: 2.022149133682251
80th percentile: 5.740925836563114
90th percentile: 13.033088350296023
95th percentile: 16.67916960716247
99th percentile: 19.59603461265564
mean time: 5.458316802978516
%s, retrying in %s seconds...
Received healthy response to inference request in 1.3568089008331299s
Received healthy response to inference request in 1.5137557983398438s
Received healthy response to inference request in 1.4184141159057617s
Received healthy response to inference request in 1.788295030593872s
Received healthy response to inference request in 2.1898300647735596s
5 requests
0 failed requests
5th percentile: 1.3691299438476563
10th percentile: 1.3814509868621827
20th percentile: 1.4060930728912353
30th percentile: 1.4374824523925782
40th percentile: 1.475619125366211
50th percentile: 1.5137557983398438
60th percentile: 1.6235714912414552
70th percentile: 1.7333871841430664
80th percentile: 1.8686020374298096
90th percentile: 2.0292160511016846
95th percentile: 2.109523057937622
99th percentile: 2.173768663406372
mean time: 1.6534207820892335
Pipeline stage StressChecker completed in 38.49s
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 1.13s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_v3 status is now deployed due to DeploymentManager action
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 2681.38s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_87423_v3 status is now torndown due to DeploymentManager action