developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_15887_v7
model_name: chaiml-mn24b-v2preferwi_15887_v7
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T16:55:19+00:00
num_battles: 6190
num_wins: 3141
celo_rating: 1265.47
family_friendly_score: 0.5666
family_friendly_standard_error: 0.0070080587897077455
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1
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': 0.5534557153127961, 'latency_mean': 1.8067263567447662, 'latency_p50': 1.798222303390503, 'latency_p90': 1.9942128419876097}, {'batch_size': 3, 'throughput': 1.1082722171384953, 'latency_mean': 2.696752017736435, 'latency_p50': 2.7132534980773926, 'latency_p90': 2.9630981922149657}, {'batch_size': 5, 'throughput': 1.421910603111623, 'latency_mean': 3.4904689359664918, 'latency_p50': 3.480367422103882, 'latency_p90': 3.9947363138198853}, {'batch_size': 6, 'throughput': 1.5383556709689408, 'latency_mean': 3.8820141100883485, 'latency_p50': 3.862329602241516, 'latency_p90': 4.523071217536926}, {'batch_size': 8, 'throughput': 1.680320336383281, 'latency_mean': 4.727647807598114, 'latency_p50': 4.754927158355713, 'latency_p90': 5.331279730796814}, {'batch_size': 10, 'throughput': 1.757412311869271, 'latency_mean': 5.646949330568313, 'latency_p50': 5.670892357826233, 'latency_p90': 6.504637241363525}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_15887_v7
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-21
win_ratio: 0.5074313408723748
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-15887-v7-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-15887-v7-mkmlizer to finish
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: Downloaded to shared memory in 44.934s
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphzghnp6w, device:0
chaiml-mn24b-v2preferwi-15887-v7-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', '')
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: quantized model in 286.091s
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune1 in 331.026s
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v7/nvidia
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v7/nvidia/config.json
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v7/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v7/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v7/nvidia/tokenizer.json
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-15887-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v7/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15887-v7/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-15887-v7-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-15887-v7-mkmlizer completed after 418.75s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-15887-v7-mkmlizer
Pipeline stage MKMLizer completed in 419.68s
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-15887-v7
Waiting for inference service chaiml-mn24b-v2preferwi-15887-v7 to be ready
Inference service chaiml-mn24b-v2preferwi-15887-v7 ready after 60.3400776386261s
Pipeline stage MKMLDeployer completed in 61.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.952298641204834s
Received healthy response to inference request in 1.992788553237915s
Received healthy response to inference request in 1.5222866535186768s
Received healthy response to inference request in 1.575927972793579s
Received healthy response to inference request in 1.7614402770996094s
5 requests
0 failed requests
5th percentile: 1.5330149173736571
10th percentile: 1.5437431812286377
20th percentile: 1.5651997089385987
30th percentile: 1.6130304336547852
40th percentile: 1.6872353553771973
50th percentile: 1.7614402770996094
60th percentile: 1.8377836227416993
70th percentile: 1.914126968383789
80th percentile: 1.9603966236114503
90th percentile: 1.9765925884246827
95th percentile: 1.9846905708312987
99th percentile: 1.9911689567565918
mean time: 1.7609484195709229
Pipeline stage StressChecker completed in 10.45s
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 0.89s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15887_v7 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-15887-v7-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-15887-v7-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 2726.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15887_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_15887_v7 status is now torndown due to DeploymentManager action