developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68363_v4
model_name: chaiml-mn24b-v2preferwi_68363_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T23:37:37+00:00
num_battles: 7140
num_wins: 3836
celo_rating: 1276.56
family_friendly_score: 0.5674
family_friendly_standard_error: 0.007006528955196004
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7
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': 0.543963530804396, 'latency_mean': 1.8382300627231598, 'latency_p50': 1.8380708694458008, 'latency_p90': 2.054403614997864}, {'batch_size': 3, 'throughput': 1.1083437102771958, 'latency_mean': 2.7000927579402925, 'latency_p50': 2.7000051736831665, 'latency_p90': 2.9784228563308717}, {'batch_size': 5, 'throughput': 1.425694507596092, 'latency_mean': 3.481052268743515, 'latency_p50': 3.4834401607513428, 'latency_p90': 3.974523091316223}, {'batch_size': 6, 'throughput': 1.5456030238441605, 'latency_mean': 3.870227191448212, 'latency_p50': 3.8769572973251343, 'latency_p90': 4.4284330844879145}, {'batch_size': 8, 'throughput': 1.6942316399737245, 'latency_mean': 4.685911024808884, 'latency_p50': 4.713587403297424, 'latency_p90': 5.253698396682739}, {'batch_size': 10, 'throughput': 1.75973774272853, 'latency_mean': 5.632875759601593, 'latency_p50': 5.652831196784973, 'latency_p90': 6.456016373634339}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68363_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-21
win_ratio: 0.5372549019607843
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-68363-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68363-v4-mkmlizer to finish
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', '')
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: Downloaded to shared memory in 42.428s
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnrfb2vjb, device:0
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: quantized model in 287.056s
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 in 329.484s
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v4/nvidia
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-68363-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-68363-v4-mkmlizer completed after 420.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68363-v4-mkmlizer
Pipeline stage MKMLizer completed in 421.29s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-68363-v4
Waiting for inference service chaiml-mn24b-v2preferwi-68363-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-68363-v4 ready after 60.23357319831848s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9596524238586426s
Received healthy response to inference request in 2.064288377761841s
Received healthy response to inference request in 1.9971086978912354s
Received healthy response to inference request in 1.8429839611053467s
Received healthy response to inference request in 1.681523323059082s
5 requests
0 failed requests
5th percentile: 1.713815450668335
10th percentile: 1.746107578277588
20th percentile: 1.8106918334960938
30th percentile: 1.8663176536560058
40th percentile: 1.9129850387573242
50th percentile: 1.9596524238586426
60th percentile: 1.9746349334716797
70th percentile: 1.9896174430847169
80th percentile: 2.0105446338653565
90th percentile: 2.0374165058135985
95th percentile: 2.0508524417877196
99th percentile: 2.0616011905670164
mean time: 1.9091113567352296
Pipeline stage StressChecker completed in 10.92s
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 0.66s
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_68363_v4 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-68363-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-68363-v4-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 2925.43s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68363_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_68363_v4 status is now torndown due to DeploymentManager action