developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44109_v3
model_name: chaiml-mn24b-v2preferwi_44109_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T04:09:10+00:00
num_battles: 5315
num_wins: 2622
celo_rating: 1279.25
family_friendly_score: 0.5402
family_friendly_standard_error: 0.0070481765017627075
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_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': 0.5420666897383719, 'latency_mean': 1.8446942448616028, 'latency_p50': 1.8700467348098755, 'latency_p90': 2.042047929763794}, {'batch_size': 3, 'throughput': 1.1183222171967435, 'latency_mean': 2.6757018756866455, 'latency_p50': 2.692666530609131, 'latency_p90': 2.963940978050232}, {'batch_size': 5, 'throughput': 1.4322001987851551, 'latency_mean': 3.47569628238678, 'latency_p50': 3.4864357709884644, 'latency_p90': 3.889477443695068}, {'batch_size': 6, 'throughput': 1.552664659572888, 'latency_mean': 3.848169046640396, 'latency_p50': 3.8569607734680176, 'latency_p90': 4.376291656494141}, {'batch_size': 8, 'throughput': 1.7006731018732546, 'latency_mean': 4.666005347967148, 'latency_p50': 4.667694807052612, 'latency_p90': 5.297237181663513}, {'batch_size': 10, 'throughput': 1.7837914097905079, 'latency_mean': 5.563165996074677, 'latency_p50': 5.528876066207886, 'latency_p90': 6.3549905776977536}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44109_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-24
win_ratio: 0.49332079021636877
generation_params: {'temperature': 0.7, '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-44109-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44109-v3-mkmlizer to finish
Failed to get response for submission function_turof_2025-08-15: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"No connection available."}')
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: Downloaded to shared memory in 46.395s
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7nx3hsn8, device:0
chaiml-mn24b-v2preferwi-44109-v3-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-44109-v3-mkmlizer: quantized model in 286.215s
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 in 332.611s
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v3/nvidia
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-44109-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-44109-v3-mkmlizer completed after 419.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44109-v3-mkmlizer
Pipeline stage MKMLizer completed in 420.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-44109-v3
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-44109-v3 ready after 50.29904627799988s
Pipeline stage MKMLDeployer completed in 50.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9682166576385498s
Received healthy response to inference request in 1.8402345180511475s
Received healthy response to inference request in 1.1821093559265137s
Received healthy response to inference request in 1.618060827255249s
Received healthy response to inference request in 1.7491209506988525s
5 requests
0 failed requests
5th percentile: 1.2692996501922607
10th percentile: 1.3564899444580079
20th percentile: 1.530870532989502
30th percentile: 1.6442728519439698
40th percentile: 1.696696901321411
50th percentile: 1.7491209506988525
60th percentile: 1.7855663776397706
70th percentile: 1.8220118045806886
80th percentile: 1.865830945968628
90th percentile: 1.9170238018035888
95th percentile: 1.9426202297210693
99th percentile: 1.9630973720550537
mean time: 1.6715484619140626
Pipeline stage StressChecker completed in 10.28s
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 0.75s
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 1.03s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v3 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
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 2390.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44109_v3 status is now torndown due to DeploymentManager action