developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_70383_v4
model_name: chaiml-mn24b-v2preferwi_70383_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:30:32+00:00
num_battles: 5361
num_wins: 2713
celo_rating: 1271.84
family_friendly_score: 0.5398000000000001
family_friendly_standard_error: 0.0070486305052825686
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_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': 0.5529463312368901, 'latency_mean': 1.808368364572525, 'latency_p50': 1.8166968822479248, 'latency_p90': 2.023189830780029}, {'batch_size': 3, 'throughput': 1.1147016069587143, 'latency_mean': 2.679043025970459, 'latency_p50': 2.6766929626464844, 'latency_p90': 2.993338131904602}, {'batch_size': 5, 'throughput': 1.4023048449417348, 'latency_mean': 3.533492478132248, 'latency_p50': 3.5358362197875977, 'latency_p90': 4.052188754081726}, {'batch_size': 6, 'throughput': 1.5486266056647513, 'latency_mean': 3.850007780790329, 'latency_p50': 3.834875226020813, 'latency_p90': 4.397735381126404}, {'batch_size': 8, 'throughput': 1.7099838446777285, 'latency_mean': 4.640136328935623, 'latency_p50': 4.591238975524902, 'latency_p90': 5.341332626342774}, {'batch_size': 10, 'throughput': 1.7722276303735247, 'latency_mean': 5.59579146027565, 'latency_p50': 5.578969359397888, 'latency_p90': 6.358237099647522}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_70383_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-24
win_ratio: 0.506062301809364
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-70383-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-70383-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-70383-v4-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', '')
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: Downloaded to shared memory in 109.493s
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1tdsf2lf, device:0
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: quantized model in 284.555s
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune2 in 394.049s
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v4/nvidia
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v4/nvidia/tokenizer.json
Failed to get response for submission chaiml-0sw-95p-5ff-rin_63828_v28: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-rirv938-0sw-96p_18713_v10: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-rirv938-mistral_56339_v14: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-mistral_56339_v14/predict', '{"detail":"No connection available."}')
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-70383-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-70383-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-70383-v4-mkmlizer completed after 481.18s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-70383-v4-mkmlizer
Pipeline stage MKMLizer completed in 481.71s
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-70383-v4
Waiting for inference service chaiml-mn24b-v2preferwi-70383-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-70383-v4 ready after 60.36511206626892s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0827670097351074s
Received healthy response to inference request in 1.2543022632598877s
Received healthy response to inference request in 1.6161816120147705s
Received healthy response to inference request in 1.5495891571044922s
Received healthy response to inference request in 1.7193453311920166s
5 requests
0 failed requests
5th percentile: 1.3133596420288085
10th percentile: 1.3724170207977295
20th percentile: 1.4905317783355714
30th percentile: 1.5629076480865478
40th percentile: 1.5895446300506593
50th percentile: 1.6161816120147705
60th percentile: 1.657447099685669
70th percentile: 1.6987125873565674
80th percentile: 1.7920296669006348
90th percentile: 1.937398338317871
95th percentile: 2.010082674026489
99th percentile: 2.0682301425933836
mean time: 1.6444370746612549
Pipeline stage StressChecker completed in 9.88s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_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 2886.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_70383_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_70383_v4 status is now torndown due to DeploymentManager action