developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_66383_v4
model_name: chaiml-mn24b-v2preferwi_66383_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:27:19+00:00
num_battles: 6899
num_wins: 3619
celo_rating: 1277.28
family_friendly_score: 0.5702
family_friendly_standard_error: 0.007001027924526513
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
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': 0.535816257230869, 'latency_mean': 1.8661876356601714, 'latency_p50': 1.8867381811141968, 'latency_p90': 2.050894021987915}, {'batch_size': 3, 'throughput': 1.0994369179547798, 'latency_mean': 2.7194703960418702, 'latency_p50': 2.7249027490615845, 'latency_p90': 3.0102255821228026}, {'batch_size': 5, 'throughput': 1.405026561728303, 'latency_mean': 3.5329659402370455, 'latency_p50': 3.526289939880371, 'latency_p90': 3.90965359210968}, {'batch_size': 6, 'throughput': 1.5147666594256992, 'latency_mean': 3.930325480699539, 'latency_p50': 3.9743423461914062, 'latency_p90': 4.346014356613159}, {'batch_size': 8, 'throughput': 1.6466217560953222, 'latency_mean': 4.823517553806305, 'latency_p50': 4.790818095207214, 'latency_p90': 5.5025111675262455}, {'batch_size': 10, 'throughput': 1.7369332084201412, 'latency_mean': 5.723205966949463, 'latency_p50': 5.712387204170227, 'latency_p90': 6.601069355010986}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_66383_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-20
win_ratio: 0.5245687780837802
generation_params: {'temperature': 0.75, '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-66383-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-66383-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: Downloaded to shared memory in 42.961s
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpouyhqvqd, device:0
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: quantized model in 285.671s
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 in 328.633s
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v4/nvidia
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v4/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-66383-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-66383-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-66383-v4-mkmlizer completed after 417.74s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-66383-v4-mkmlizer
Pipeline stage MKMLizer completed in 418.31s
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-66383-v4
Waiting for inference service chaiml-mn24b-v2preferwi-66383-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-66383-v4 ready after 60.26484036445618s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.031925678253174s
Received healthy response to inference request in 2.3176591396331787s
Received healthy response to inference request in 1.6387357711791992s
Received healthy response to inference request in 1.7378127574920654s
Failed to get response for submission blend_milen_2025-09-03: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-0sw-95p-5ff-rin_63828_v28/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \'[Errno 104] Connection reset by peer\'}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Received healthy response to inference request in 1.9010212421417236s
5 requests
0 failed requests
5th percentile: 1.6585511684417724
10th percentile: 1.6783665657043456
20th percentile: 1.7179973602294922
30th percentile: 1.7704544544219971
40th percentile: 1.8357378482818603
50th percentile: 1.9010212421417236
60th percentile: 1.9533830165863038
70th percentile: 2.005744791030884
80th percentile: 2.0890723705291747
90th percentile: 2.203365755081177
95th percentile: 2.260512447357178
99th percentile: 2.3062298011779787
mean time: 1.925430917739868
Pipeline stage StressChecker completed in 11.19s
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 0.69s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_v4 status is now deployed due to DeploymentManager action
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 3071.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_66383_v4 status is now torndown due to DeploymentManager action