developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25797_v4
model_name: chaiml-mn24b-v2preferwi_25797_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:24:40+00:00
num_battles: 5719
num_wins: 2927
celo_rating: 1268.39
family_friendly_score: 0.552
family_friendly_standard_error: 0.007032723512267492
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
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': 0.5430399254890325, 'latency_mean': 1.8413682186603546, 'latency_p50': 1.8352940082550049, 'latency_p90': 2.0315165519714355}, {'batch_size': 3, 'throughput': 1.0996854107778344, 'latency_mean': 2.7123248744010926, 'latency_p50': 2.7043652534484863, 'latency_p90': 3.009847044944763}, {'batch_size': 5, 'throughput': 1.4158114258583676, 'latency_mean': 3.521378674507141, 'latency_p50': 3.4908244609832764, 'latency_p90': 3.9603963136672973}, {'batch_size': 6, 'throughput': 1.5300847590014197, 'latency_mean': 3.9032530415058138, 'latency_p50': 3.9234315156936646, 'latency_p90': 4.375094485282898}, {'batch_size': 8, 'throughput': 1.679063144587515, 'latency_mean': 4.715002114772797, 'latency_p50': 4.737497329711914, 'latency_p90': 5.40087366104126}, {'batch_size': 10, 'throughput': 1.7540491101750346, 'latency_mean': 5.650293653011322, 'latency_p50': 5.608887672424316, 'latency_p90': 6.425771164894104}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25797_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-23
win_ratio: 0.5118027627207554
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-25797-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25797-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: Downloaded to shared memory in 42.961s
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6nren13r, device:0
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: quantized model in 286.072s
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 in 329.034s
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v4/nvidia
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25797-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25797-v4-mkmlizer completed after 440.51s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25797-v4-mkmlizer
Pipeline stage MKMLizer completed in 441.06s
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-25797-v4
Waiting for inference service chaiml-mn24b-v2preferwi-25797-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-25797-v4 ready after 50.26995635032654s
Pipeline stage MKMLDeployer completed in 51.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0139355659484863s
Received healthy response to inference request in 2.2094411849975586s
Received healthy response to inference request in 2.0255343914031982s
Received healthy response to inference request in 1.7538678646087646s
Received healthy response to inference request in 1.9589226245880127s
5 requests
0 failed requests
5th percentile: 1.7948788166046143
10th percentile: 1.8358897686004638
20th percentile: 1.917911672592163
30th percentile: 1.9699252128601075
40th percentile: 1.9919303894042968
50th percentile: 2.0139355659484863
60th percentile: 2.018575096130371
70th percentile: 2.0232146263122557
80th percentile: 2.06231575012207
90th percentile: 2.1358784675598144
95th percentile: 2.1726598262786867
99th percentile: 2.2020849132537843
mean time: 1.992340326309204
Pipeline stage StressChecker completed in 11.68s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_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 2843.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25797_v4 status is now torndown due to DeploymentManager action