developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51422_v1
model_name: chaiml-mn24b-v2preferwi_51422_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T21:12:06+00:00
num_battles: 5574
num_wins: 3020
celo_rating: 1286.98
family_friendly_score: 0.5680000000000001
family_friendly_standard_error: 0.007005369369276684
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6
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': 0.5449274971200626, 'latency_mean': 1.8349875175952912, 'latency_p50': 1.8467752933502197, 'latency_p90': 2.023200273513794}, {'batch_size': 3, 'throughput': 1.1200877444224715, 'latency_mean': 2.66376193523407, 'latency_p50': 2.6640453338623047, 'latency_p90': 2.9378144264221193}, {'batch_size': 5, 'throughput': 1.4167869922222511, 'latency_mean': 3.510659636259079, 'latency_p50': 3.5323420763015747, 'latency_p90': 3.9869280099868774}, {'batch_size': 6, 'throughput': 1.5303499049975717, 'latency_mean': 3.879929517507553, 'latency_p50': 3.9080060720443726, 'latency_p90': 4.370911383628845}, {'batch_size': 8, 'throughput': 1.6938581771898793, 'latency_mean': 4.692025244235992, 'latency_p50': 4.654078006744385, 'latency_p90': 5.428013110160828}, {'batch_size': 10, 'throughput': 1.7951655603694283, 'latency_mean': 5.533695721626282, 'latency_p50': 5.508546710014343, 'latency_p90': 6.249493885040283}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51422_v1
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-21
win_ratio: 0.5418012199497668
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-51422-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51422-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: Downloaded to shared memory in 47.426s
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_357or_o, device:0
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: quantized model in 286.376s
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 in 333.803s
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v1/nvidia
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51422-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51422-v1-mkmlizer completed after 398.31s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51422-v1-mkmlizer
Pipeline stage MKMLizer completed in 398.84s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-51422-v1
Waiting for inference service chaiml-mn24b-v2preferwi-51422-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-51422-v1 ready after 60.290334701538086s
Pipeline stage MKMLDeployer completed in 61.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.343344211578369s
Received healthy response to inference request in 1.7438526153564453s
Received healthy response to inference request in 1.7888894081115723s
Received healthy response to inference request in 2.4575393199920654s
Received healthy response to inference request in 1.9723620414733887s
5 requests
0 failed requests
5th percentile: 1.7528599739074706
10th percentile: 1.7618673324584961
20th percentile: 1.779882049560547
30th percentile: 1.8255839347839355
40th percentile: 1.898972988128662
50th percentile: 1.9723620414733887
60th percentile: 2.120754909515381
70th percentile: 2.269147777557373
80th percentile: 2.3661832332611086
90th percentile: 2.411861276626587
95th percentile: 2.434700298309326
99th percentile: 2.4529715156555176
mean time: 2.061197519302368
Pipeline stage StressChecker completed in 11.83s
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 0.71s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_v1 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 2682.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51422_v1 status is now torndown due to DeploymentManager action