developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_97012_v4
model_name: chaiml-mn24b-v2preferwi_97012_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T01:44:28+00:00
num_battles: 5782
num_wins: 3048
celo_rating: 1280.28
family_friendly_score: 0.5831999999999999
family_friendly_standard_error: 0.006972485353157796
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_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': 0.5483441824650963, 'latency_mean': 1.823548160791397, 'latency_p50': 1.8253556489944458, 'latency_p90': 2.0164033651351927}, {'batch_size': 3, 'throughput': 1.1107085459609072, 'latency_mean': 2.695998191833496, 'latency_p50': 2.717127561569214, 'latency_p90': 2.9702126502990724}, {'batch_size': 5, 'throughput': 1.4331078296254374, 'latency_mean': 3.4648067855834963, 'latency_p50': 3.463270425796509, 'latency_p90': 3.862503743171692}, {'batch_size': 6, 'throughput': 1.5515459142922163, 'latency_mean': 3.851180945634842, 'latency_p50': 3.8551976680755615, 'latency_p90': 4.326737928390503}, {'batch_size': 8, 'throughput': 1.7113823027484796, 'latency_mean': 4.642064328193665, 'latency_p50': 4.6384899616241455, 'latency_p90': 5.304456663131714}, {'batch_size': 10, 'throughput': 1.7930464227240372, 'latency_mean': 5.530184866189956, 'latency_p50': 5.523857831954956, 'latency_p90': 6.3998487234115595}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_97012_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-16
win_ratio: 0.5271532341750259
generation_params: {'temperature': 0.75, '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-97012-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-97012-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: Downloaded to shared memory in 70.111s
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpegpa_x52, device:0
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: quantized model in 288.634s
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 in 358.746s
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v4/nvidia
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-97012-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-97012-v4-mkmlizer completed after 448.86s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-97012-v4-mkmlizer
Pipeline stage MKMLizer completed in 449.33s
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-97012-v4
Waiting for inference service chaiml-mn24b-v2preferwi-97012-v4 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-97012-v4 ready after 50.38083624839783s
Pipeline stage MKMLDeployer completed in 51.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6221370697021484s
Received healthy response to inference request in 2.0603935718536377s
Received healthy response to inference request in 1.9585394859313965s
Received healthy response to inference request in 1.639357328414917s
Received healthy response to inference request in 1.6999907493591309s
5 requests
0 failed requests
5th percentile: 1.6514840126037598
10th percentile: 1.6636106967926025
20th percentile: 1.687864065170288
30th percentile: 1.751700496673584
40th percentile: 1.8551199913024903
50th percentile: 1.9585394859313965
60th percentile: 1.999281120300293
70th percentile: 2.0400227546691894
80th percentile: 2.1727422714233398
90th percentile: 2.3974396705627443
95th percentile: 2.5097883701324464
99th percentile: 2.599667329788208
mean time: 1.996083641052246
Pipeline stage StressChecker completed in 11.43s
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 0.64s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_v4 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 2411.25s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_97012_v4 status is now torndown due to DeploymentManager action