developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77425_v2
model_name: chaiml-mn24b-v2preferwi_77425_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:36:12+00:00
num_battles: 5438
num_wins: 2825
celo_rating: 1278.88
family_friendly_score: 0.5448
family_friendly_standard_error: 0.007042626782671363
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune5
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': 0.5440931783851929, 'latency_mean': 1.8377985787391662, 'latency_p50': 1.8407052755355835, 'latency_p90': 2.0389616012573244}, {'batch_size': 3, 'throughput': 1.1214234980119964, 'latency_mean': 2.665059530735016, 'latency_p50': 2.664254665374756, 'latency_p90': 2.9218596696853636}, {'batch_size': 5, 'throughput': 1.4322185185916874, 'latency_mean': 3.476622024774551, 'latency_p50': 3.493560552597046, 'latency_p90': 3.9672746419906617}, {'batch_size': 6, 'throughput': 1.5542869073968821, 'latency_mean': 3.837533221244812, 'latency_p50': 3.831497550010681, 'latency_p90': 4.301584005355835}, {'batch_size': 8, 'throughput': 1.6878480944441356, 'latency_mean': 4.710382537841797, 'latency_p50': 4.69753098487854, 'latency_p90': 5.329112410545349}, {'batch_size': 10, 'throughput': 1.771922949294857, 'latency_mean': 5.5937810432910915, 'latency_p50': 5.573761224746704, 'latency_p90': 6.52120885848999}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77425_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-24
win_ratio: 0.5194924604634057
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-77425-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77425-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-rirv938-0sw-96p_18713_v10: ('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-77425-v2-mkmlizer: Downloaded to shared memory in 125.339s
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpazgwwth1, device:0
chaiml-mn24b-v2preferwi-77425-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 chaiml-mistral31-24b-s_69496_v30: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-rirv938-0sw-96p_18713_v10: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-cogito32b-dpos2_39363_v15: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...os2_39363_v15/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: quantized model in 285.940s
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune5 in 411.279s
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77425-v2/nvidia
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77425-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77425-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77425-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77425-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77425-v2/nvidia/flywheel_model.1.safetensors
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-77425-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77425-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-77425-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-77425-v2-mkmlizer completed after 480.52s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77425-v2-mkmlizer
Pipeline stage MKMLizer completed in 481.03s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-77425-v2
Waiting for inference service chaiml-mn24b-v2preferwi-77425-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-77425-v2 ready after 50.2428138256073s
Pipeline stage MKMLDeployer completed in 50.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0448155403137207s
Received healthy response to inference request in 1.8659706115722656s
Received healthy response to inference request in 1.705418586730957s
Received healthy response to inference request in 2.0024683475494385s
Received healthy response to inference request in 1.789452314376831s
5 requests
0 failed requests
5th percentile: 1.7222253322601317
10th percentile: 1.7390320777893067
20th percentile: 1.7726455688476563
30th percentile: 1.804755973815918
40th percentile: 1.8353632926940917
50th percentile: 1.8659706115722656
60th percentile: 1.9205697059631348
70th percentile: 1.9751688003540038
80th percentile: 2.010937786102295
90th percentile: 2.0278766632080076
95th percentile: 2.036346101760864
99th percentile: 2.0431216526031495
mean time: 1.8816250801086425
Pipeline stage StressChecker completed in 10.68s
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 0.62s
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 1.27s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77425_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 0.10s
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-77425-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-77425-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 2869.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77425_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77425_v2 status is now torndown due to DeploymentManager action