developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21976_v2
model_name: chaiml-mn24b-v2preferwi_21976_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T02:52:33+00:00
num_battles: 6266
num_wins: 3392
celo_rating: 1282.56
family_friendly_score: 0.5638000000000001
family_friendly_standard_error: 0.00701326685646568
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.5485053507935372, 'latency_mean': 1.823038159608841, 'latency_p50': 1.8287051916122437, 'latency_p90': 2.0293904066085817}, {'batch_size': 3, 'throughput': 1.1012247717129462, 'latency_mean': 2.717913557291031, 'latency_p50': 2.7159937620162964, 'latency_p90': 2.9753856182098386}, {'batch_size': 5, 'throughput': 1.4077886720942385, 'latency_mean': 3.533807283639908, 'latency_p50': 3.581096053123474, 'latency_p90': 3.956916260719299}, {'batch_size': 6, 'throughput': 1.5094750464089448, 'latency_mean': 3.955787537097931, 'latency_p50': 3.9706764221191406, 'latency_p90': 4.479545593261719}, {'batch_size': 8, 'throughput': 1.656346354230566, 'latency_mean': 4.798325142860413, 'latency_p50': 4.891972303390503, 'latency_p90': 5.492231154441833}, {'batch_size': 10, 'throughput': 1.7355894714243574, 'latency_mean': 5.717283229827881, 'latency_p50': 5.704021215438843, 'latency_p90': 6.527965545654297}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21976_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-20
win_ratio: 0.5413341844877114
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-21976-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21976-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: Downloaded to shared memory in 65.217s
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptnyxr_li, device:0
chaiml-mn24b-v2preferwi-21976-v2-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 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 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-21976-v2-mkmlizer: quantized model in 285.051s
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 in 350.268s
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v2/nvidia
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21976-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-21976-v2-mkmlizer completed after 458.28s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21976-v2-mkmlizer
Pipeline stage MKMLizer completed in 458.81s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-21976-v2
Waiting for inference service chaiml-mn24b-v2preferwi-21976-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-21976-v2 ready after 60.23235845565796s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1675422191619873s
Received healthy response to inference request in 1.7335586547851562s
Received healthy response to inference request in 1.7844414710998535s
Received healthy response to inference request in 1.7749302387237549s
Received healthy response to inference request in 2.074869155883789s
5 requests
0 failed requests
5th percentile: 1.741832971572876
10th percentile: 1.7501072883605957
20th percentile: 1.7666559219360352
30th percentile: 1.7768324851989745
40th percentile: 1.780636978149414
50th percentile: 1.7844414710998535
60th percentile: 1.9006125450134277
70th percentile: 2.016783618927002
80th percentile: 2.093403768539429
90th percentile: 2.130472993850708
95th percentile: 2.1490076065063475
99th percentile: 2.163835296630859
mean time: 1.9070683479309083
Pipeline stage StressChecker completed in 11.01s
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 0.81s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21976_v2 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-21976-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-21976-v2-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 2519.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21976_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21976_v2 status is now torndown due to DeploymentManager action