developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48898_v1
model_name: chaiml-mn24b-v2preferwi_48898_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:11:38+00:00
num_battles: 5466
num_wins: 2887
celo_rating: 1275.49
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_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': 0.5513815172289467, 'latency_mean': 1.8135053968429566, 'latency_p50': 1.8106426000595093, 'latency_p90': 2.0101839542388915}, {'batch_size': 3, 'throughput': 1.1245253876264243, 'latency_mean': 2.658997153043747, 'latency_p50': 2.6398996114730835, 'latency_p90': 2.961548089981079}, {'batch_size': 5, 'throughput': 1.4455004071275257, 'latency_mean': 3.447901853322983, 'latency_p50': 3.4843668937683105, 'latency_p90': 3.8393134117126464}, {'batch_size': 6, 'throughput': 1.5559756397653655, 'latency_mean': 3.828573760986328, 'latency_p50': 3.808518648147583, 'latency_p90': 4.390775561332703}, {'batch_size': 8, 'throughput': 1.731881235937369, 'latency_mean': 4.591641690731048, 'latency_p50': 4.573778867721558, 'latency_p90': 5.194461011886597}, {'batch_size': 10, 'throughput': 1.8071162911873764, 'latency_mean': 5.474083033800125, 'latency_p50': 5.48164176940918, 'latency_p90': 6.2095984458923335}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48898_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-19
win_ratio: 0.5281741675814123
generation_params: {'temperature': 0.6, '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-48898-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48898-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: Downloaded to shared memory in 63.076s
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpms0lyzl8, device:0
chaiml-mn24b-v2preferwi-48898-v1-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-48898-v1-mkmlizer: quantized model in 288.263s
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 in 351.339s
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v1/nvidia
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48898-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-48898-v1-mkmlizer completed after 448.53s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48898-v1-mkmlizer
Pipeline stage MKMLizer completed in 449.02s
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-48898-v1
Waiting for inference service chaiml-mn24b-v2preferwi-48898-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-48898-v1 ready after 70.64992451667786s
Pipeline stage MKMLDeployer completed in 71.19s
run pipeline stage %s
Running pipeline stage StressChecker
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', '')
Received healthy response to inference request in 2.1224184036254883s
Received healthy response to inference request in 1.5912351608276367s
Received healthy response to inference request in 1.5066981315612793s
Received healthy response to inference request in 2.059229612350464s
Received healthy response to inference request in 1.7589383125305176s
5 requests
0 failed requests
5th percentile: 1.5236055374145507
10th percentile: 1.5405129432678222
20th percentile: 1.5743277549743653
30th percentile: 1.6247757911682128
40th percentile: 1.6918570518493652
50th percentile: 1.7589383125305176
60th percentile: 1.8790548324584961
70th percentile: 1.9991713523864745
80th percentile: 2.0718673706054687
90th percentile: 2.0971428871154787
95th percentile: 2.1097806453704835
99th percentile: 2.1198908519744872
mean time: 1.807703924179077
Pipeline stage StressChecker completed in 10.93s
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 0.63s
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 1.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v1 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 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-48898-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-48898-v1-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-48898-v1-profiler ready after 70.77446222305298s
Pipeline stage MKMLProfilerDeployer completed in 71.45s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-mn24b-v2prefeb7823162537b1c5698cf61518bfb8b88-deplok96pv:/code/chaiverse_profiler_1758313390 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefeb7823162537b1c5698cf61518bfb8b88-deplok96pv --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758313390 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1758313390/summary.json'
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4923.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v1 status is now torndown due to DeploymentManager action