developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77546_v1
model_name: chaiml-mn24b-v2preferwi_77546_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T09:56:07+00:00
num_battles: 6067
num_wins: 2912
celo_rating: 1247.22
family_friendly_score: 0.5464
family_friendly_standard_error: 0.007040554523615309
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
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': 0.545688588962211, 'latency_mean': 1.8324454855918884, 'latency_p50': 1.8418806791305542, 'latency_p90': 2.0264807462692263}, {'batch_size': 3, 'throughput': 1.1059097467370615, 'latency_mean': 2.7050707161426546, 'latency_p50': 2.7048487663269043, 'latency_p90': 2.9643449783325195}, {'batch_size': 5, 'throughput': 1.4245618236876436, 'latency_mean': 3.4811200284957886, 'latency_p50': 3.482877254486084, 'latency_p90': 3.9061092138290405}, {'batch_size': 6, 'throughput': 1.5317504396250676, 'latency_mean': 3.894683610200882, 'latency_p50': 3.8849953413009644, 'latency_p90': 4.402976727485656}, {'batch_size': 8, 'throughput': 1.691266629714188, 'latency_mean': 4.6871629750728605, 'latency_p50': 4.712301135063171, 'latency_p90': 5.327811074256897}, {'batch_size': 10, 'throughput': 1.7592143071101272, 'latency_mean': 5.641442296504974, 'latency_p50': 5.584534168243408, 'latency_p90': 6.468166851997375}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77546_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-30
win_ratio: 0.47997362782264713
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-77546-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77546-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: Downloaded to shared memory in 55.392s
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 already exists in ChaiML
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpabeurrla, device:0
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: quantized model in 286.457s
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 in 341.849s
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v1/nvidia
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-77546-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-77546-v1-mkmlizer completed after 460.83s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77546-v1-mkmlizer
Pipeline stage MKMLizer completed in 461.48s
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-77546-v1
Waiting for inference service chaiml-mn24b-v2preferwi-77546-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-77546-v1 ready after 40.200934648513794s
Pipeline stage MKMLDeployer completed in 40.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.111020803451538s
Received healthy response to inference request in 2.2572901248931885s
Received healthy response to inference request in 1.6908023357391357s
Received healthy response to inference request in 1.9341766834259033s
Received healthy response to inference request in 1.739471197128296s
5 requests
0 failed requests
5th percentile: 1.7005361080169679
10th percentile: 1.7102698802947998
20th percentile: 1.7297374248504638
30th percentile: 1.7784122943878173
40th percentile: 1.8562944889068604
50th percentile: 1.9341766834259033
60th percentile: 2.004914331436157
70th percentile: 2.075651979446411
80th percentile: 2.140274667739868
90th percentile: 2.1987823963165285
95th percentile: 2.2280362606048585
99th percentile: 2.2514393520355225
mean time: 1.9465522289276123
Pipeline stage StressChecker completed in 11.96s
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 0.78s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_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 5447.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77546_v1 status is now torndown due to DeploymentManager action