developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29988_v2
model_name: chaiml-mn24b-v2preferwi_29988_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T04:43:07+00:00
num_battles: 5258
num_wins: 2818
celo_rating: 1279.42
family_friendly_score: 0.5648
family_friendly_standard_error: 0.007011432949119602
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5523781499269592, 'latency_mean': 1.8102538287639618, 'latency_p50': 1.8121503591537476, 'latency_p90': 2.0174108266830446}, {'batch_size': 3, 'throughput': 1.1193581823060235, 'latency_mean': 2.6772181284427643, 'latency_p50': 2.669869065284729, 'latency_p90': 2.929416251182556}, {'batch_size': 5, 'throughput': 1.450559620460398, 'latency_mean': 3.428841804265976, 'latency_p50': 3.4331856966018677, 'latency_p90': 3.8441943407058714}, {'batch_size': 6, 'throughput': 1.565104613363193, 'latency_mean': 3.8144192814826967, 'latency_p50': 3.8132437467575073, 'latency_p90': 4.359894466400147}, {'batch_size': 8, 'throughput': 1.7200005623018195, 'latency_mean': 4.614305769205093, 'latency_p50': 4.587262034416199, 'latency_p90': 5.307223320007324}, {'batch_size': 10, 'throughput': 1.7970253434230063, 'latency_mean': 5.525408583879471, 'latency_p50': 5.523984789848328, 'latency_p90': 6.310185575485229}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29988_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-18
win_ratio: 0.5359452263217953
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-29988-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29988-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: Downloaded to shared memory in 54.831s
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1xjadz3q, device:0
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: quantized model in 286.849s
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 in 341.680s
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v2/nvidia
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v2/nvidia/flywheel_model.1.safetensors
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-29988-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-29988-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-29988-v2-mkmlizer completed after 461.08s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29988-v2-mkmlizer
Pipeline stage MKMLizer completed in 461.71s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-29988-v2
Waiting for inference service chaiml-mn24b-v2preferwi-29988-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-29988-v2 ready after 51.12030100822449s
Pipeline stage MKMLDeployer completed in 52.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.521286725997925s
Received healthy response to inference request in 1.863499402999878s
Received healthy response to inference request in 2.1426186561584473s
Received healthy response to inference request in 2.3431289196014404s
Received healthy response to inference request in 1.8873519897460938s
5 requests
0 failed requests
5th percentile: 1.868269920349121
10th percentile: 1.8730404376983643
20th percentile: 1.8825814723968506
30th percentile: 1.9384053230285645
40th percentile: 2.0405119895935058
50th percentile: 2.1426186561584473
60th percentile: 2.2228227615356446
70th percentile: 2.303026866912842
80th percentile: 2.378760480880737
90th percentile: 2.4500236034393312
95th percentile: 2.485655164718628
99th percentile: 2.5141604137420654
mean time: 2.1515771389007567
Pipeline stage StressChecker completed in 13.54s
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 1.28s
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 1.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v2 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 2858.27s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29988_v2 status is now torndown due to DeploymentManager action