chaiml-mn24b-v2preferwi_25797

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25797_v1
model_name: chaiml-mn24b-v2preferwi_25797_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:23:33+00:00
num_battles: 5713
num_wins: 2927
celo_rating: 1272.95
family_friendly_score: 0.5504
family_friendly_standard_error: 0.007035052807193419
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': 0.5490360346615701, 'latency_mean': 1.8212771761417388, 'latency_p50': 1.8245090246200562, 'latency_p90': 2.0249016284942627}, {'batch_size': 3, 'throughput': 1.116927197549436, 'latency_mean': 2.6771673226356505, 'latency_p50': 2.6814401149749756, 'latency_p90': 2.9201833486557005}, {'batch_size': 5, 'throughput': 1.4302742171642304, 'latency_mean': 3.474654700756073, 'latency_p50': 3.5044682025909424, 'latency_p90': 3.8504462242126465}, {'batch_size': 6, 'throughput': 1.5415089091305383, 'latency_mean': 3.8552969241142274, 'latency_p50': 3.8581526279449463, 'latency_p90': 4.328458905220032}, {'batch_size': 8, 'throughput': 1.7134084751471825, 'latency_mean': 4.641447775363922, 'latency_p50': 4.59599244594574, 'latency_p90': 5.278609395027161}, {'batch_size': 10, 'throughput': 1.7661763421281467, 'latency_mean': 5.609026852846146, 'latency_p50': 5.646713495254517, 'latency_p90': 6.464920186996459}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25797_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-23
win_ratio: 0.5123402765622265
generation_params: {'temperature': 0.6, '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-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25797-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: Downloaded to shared memory in 51.145s
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm3v2j_3y, device:0
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: quantized model in 288.997s
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune2 in 340.143s
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v1/nvidia
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25797-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25797-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25797-v1-mkmlizer completed after 512.38s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25797-v1-mkmlizer
Pipeline stage MKMLizer completed in 512.89s
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-25797-v1
Waiting for inference service chaiml-mn24b-v2preferwi-25797-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-25797-v1 ready after 60.37636137008667s
Pipeline stage MKMLDeployer completed in 60.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.166231870651245s
Received healthy response to inference request in 1.9029998779296875s
Received healthy response to inference request in 2.1678504943847656s
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', '')
Received healthy response to inference request in 1.9988868236541748s
Received healthy response to inference request in 1.9450008869171143s
5 requests
0 failed requests
5th percentile: 1.9114000797271729
10th percentile: 1.9198002815246582
20th percentile: 1.936600685119629
30th percentile: 1.9557780742645263
40th percentile: 1.9773324489593507
50th percentile: 1.9988868236541748
60th percentile: 2.065824842453003
70th percentile: 2.1327628612518312
80th percentile: 2.1665555953979494
90th percentile: 2.1672030448913575
95th percentile: 2.1675267696380613
99th percentile: 2.1677857494354247
mean time: 2.0361939907073974
Pipeline stage StressChecker completed in 11.79s
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 0.94s
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 1.27s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v1 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-25797-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-25797-v1-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 2894.16s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25797_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25797_v1 status is now torndown due to DeploymentManager action