chaiml-mn24b-v2preferwi_93748

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93748_v2
model_name: chaiml-mn24b-v2preferwi_93748_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T21:25:58+00:00
num_battles: 6520
num_wins: 3348
celo_rating: 1262.23
family_friendly_score: 0.591
family_friendly_standard_error: 0.006952970588173086
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
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': 0.54957237045893, 'latency_mean': 1.8194737637043, 'latency_p50': 1.8108720779418945, 'latency_p90': 2.0196625232696532}, {'batch_size': 3, 'throughput': 1.0953141272161582, 'latency_mean': 2.7230084335803983, 'latency_p50': 2.736144781112671, 'latency_p90': 3.0564037322998048}, {'batch_size': 5, 'throughput': 1.4141228359807745, 'latency_mean': 3.5163538777828216, 'latency_p50': 3.5116342306137085, 'latency_p90': 3.919045829772949}, {'batch_size': 6, 'throughput': 1.5210861669831266, 'latency_mean': 3.9193956625461577, 'latency_p50': 3.9473029375076294, 'latency_p90': 4.463173246383667}, {'batch_size': 8, 'throughput': 1.669751907540348, 'latency_mean': 4.7533686482906345, 'latency_p50': 4.717678666114807, 'latency_p90': 5.393175935745239}, {'batch_size': 10, 'throughput': 1.7439095416443762, 'latency_mean': 5.698894228935242, 'latency_p50': 5.669330716133118, 'latency_p90': 6.442485761642456}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93748_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-16
win_ratio: 0.5134969325153375
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-93748-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93748-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: Downloaded to shared memory in 62.467s
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpuqhl2ohr, device:0
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: quantized model in 288.885s
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune3 in 351.353s
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v2/nvidia
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93748-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93748-v2/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-93748-v2-mkmlizer completed after 460.28s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93748-v2-mkmlizer
Pipeline stage MKMLizer completed in 460.97s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-93748-v2
Waiting for inference service chaiml-mn24b-v2preferwi-93748-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-93748-v2 ready after 30.54154086112976s
Pipeline stage MKMLDeployer completed in 31.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.099674940109253s
Received healthy response to inference request in 2.0767602920532227s
Received healthy response to inference request in 1.8157415390014648s
Received healthy response to inference request in 1.7369582653045654s
Received healthy response to inference request in 1.6803314685821533s
5 requests
0 failed requests
5th percentile: 1.6916568279266357
10th percentile: 1.7029821872711182
20th percentile: 1.725632905960083
30th percentile: 1.7527149200439454
40th percentile: 1.784228229522705
50th percentile: 1.8157415390014648
60th percentile: 1.920149040222168
70th percentile: 2.024556541442871
80th percentile: 2.0813432216644285
90th percentile: 2.0905090808868407
95th percentile: 2.095092010498047
99th percentile: 2.098758354187012
mean time: 1.8818933010101317
Pipeline stage StressChecker completed in 10.93s
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 0.69s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-93748-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-93748-v2-profiler to be ready
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 2994.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93748_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93748_v2 status is now torndown due to DeploymentManager action