chaiml-mn24b-v2preferwi_67650

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67650_v5
model_name: chaiml-mn24b-v2preferwi_67650_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T02:27:49+00:00
num_battles: 5468
num_wins: 2852
celo_rating: 1270.75
family_friendly_score: 0.5900000000000001
family_friendly_standard_error: 0.0069555733049116815
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2
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': 0.5475362759799094, 'latency_mean': 1.8262400078773497, 'latency_p50': 1.8230687379837036, 'latency_p90': 2.029901552200317}, {'batch_size': 3, 'throughput': 1.1056431477655968, 'latency_mean': 2.7030486488342285, 'latency_p50': 2.6991046667099, 'latency_p90': 3.0010722398757936}, {'batch_size': 5, 'throughput': 1.4217643233021735, 'latency_mean': 3.507645095586777, 'latency_p50': 3.5032156705856323, 'latency_p90': 4.000207901000977}, {'batch_size': 6, 'throughput': 1.5298552854500138, 'latency_mean': 3.8887671291828156, 'latency_p50': 3.8946083784103394, 'latency_p90': 4.354558515548706}, {'batch_size': 8, 'throughput': 1.6904100579330739, 'latency_mean': 4.694012620449066, 'latency_p50': 4.677295088768005, 'latency_p90': 5.359183382987976}, {'batch_size': 10, 'throughput': 1.753258842678131, 'latency_mean': 5.641808016300201, 'latency_p50': 5.622525453567505, 'latency_p90': 6.45343472957611}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67650_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-16
win_ratio: 0.5215801024140454
generation_params: {'temperature': 0.8, '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-67650-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67650-v5-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-67650-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: Downloaded to shared memory in 55.397s
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplyl1br4y, device:0
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-mn24b-v2preferwi-67650-v5-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-67650-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67650-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: Downloaded to shared memory in 57.597s
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzat8t8tg, device:0
chaiml-mn24b-v2preferwi-67650-v5-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-67650-v5-mkmlizer: quantized model in 289.384s
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 in 346.982s
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v5/nvidia
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67650-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67650-v5-mkmlizer completed after 417.98s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67650-v5-mkmlizer
Pipeline stage MKMLizer completed in 562.63s
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-67650-v5
Waiting for inference service chaiml-mn24b-v2preferwi-67650-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-67650-v5 ready after 60.50754117965698s
Pipeline stage MKMLDeployer completed in 61.07s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6763193607330322s
Received healthy response to inference request in 1.7829241752624512s
Received healthy response to inference request in 1.7457551956176758s
Received healthy response to inference request in 1.8620059490203857s
Received healthy response to inference request in 1.5166125297546387s
5 requests
0 failed requests
5th percentile: 1.5485538959503173
10th percentile: 1.580495262145996
20th percentile: 1.6443779945373536
30th percentile: 1.690206527709961
40th percentile: 1.7179808616638184
50th percentile: 1.7457551956176758
60th percentile: 1.760622787475586
70th percentile: 1.7754903793334962
80th percentile: 1.798740530014038
90th percentile: 1.8303732395172119
95th percentile: 1.846189594268799
99th percentile: 1.8588426780700684
mean time: 1.7167234420776367
Pipeline stage StressChecker completed in 10.25s
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 0.72s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_v5 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-67650-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-67650-v5-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 2692.00s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67650_v5 status is now torndown due to DeploymentManager action