developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51114_v3
model_name: chaiml-mn24b-v2preferwi_51114_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T19:16:34+00:00
num_battles: 5622
num_wins: 3010
celo_rating: 1275.03
family_friendly_score: 0.5664
family_friendly_standard_error: 0.007008438342455472
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune12
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': 0.5497041167956428, 'latency_mean': 1.8190371084213257, 'latency_p50': 1.8113994598388672, 'latency_p90': 2.030803680419922}, {'batch_size': 3, 'throughput': 1.1102261386053291, 'latency_mean': 2.6956391596794127, 'latency_p50': 2.680661916732788, 'latency_p90': 2.935715365409851}, {'batch_size': 5, 'throughput': 1.4143906750808628, 'latency_mean': 3.519713591337204, 'latency_p50': 3.492950916290283, 'latency_p90': 4.035216927528381}, {'batch_size': 6, 'throughput': 1.5205389843883794, 'latency_mean': 3.9339264917373655, 'latency_p50': 3.909274697303772, 'latency_p90': 4.481886792182922}, {'batch_size': 8, 'throughput': 1.6777008267083637, 'latency_mean': 4.731878057718277, 'latency_p50': 4.729851484298706, 'latency_p90': 5.392417764663696}, {'batch_size': 10, 'throughput': 1.7446729426442407, 'latency_mean': 5.67814809679985, 'latency_p50': 5.644113659858704, 'latency_p90': 6.59197428226471}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51114_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune12
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-12
win_ratio: 0.5353966559943081
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': '{prompt}\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-51114-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51114-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: Downloaded to shared memory in 59.906s
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune12 already exists in ChaiML
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgdrwi6im, device:0
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: quantized model in 286.461s
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune12 in 346.368s
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v3/nvidia
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51114-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51114-v3-mkmlizer completed after 408.92s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51114-v3-mkmlizer
Pipeline stage MKMLizer completed in 409.46s
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-51114-v3
Waiting for inference service chaiml-mn24b-v2preferwi-51114-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-51114-v3 ready after 30.20366668701172s
Pipeline stage MKMLDeployer completed in 30.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.169743776321411s
Received healthy response to inference request in 2.127119302749634s
Received healthy response to inference request in 1.8716812133789062s
Received healthy response to inference request in 1.6875841617584229s
Received healthy response to inference request in 1.8946332931518555s
5 requests
0 failed requests
5th percentile: 1.7244035720825195
10th percentile: 1.7612229824066161
20th percentile: 1.8348618030548096
30th percentile: 1.876271629333496
40th percentile: 1.8854524612426757
50th percentile: 1.8946332931518555
60th percentile: 1.9876276969909668
70th percentile: 2.080622100830078
80th percentile: 2.1356441974639893
90th percentile: 2.1526939868927
95th percentile: 2.1612188816070557
99th percentile: 2.16803879737854
mean time: 1.9501523494720459
Pipeline stage StressChecker completed in 11.30s
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 0.74s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51114_v3 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-51114-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-51114-v3-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-51114-v3-profiler ready after 60.64071035385132s
Pipeline stage MKMLProfilerDeployer completed in 61.46s
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-v2prefe46bfe884ca6072b0463c5126783f87ac-deplov9rfv:/code/chaiverse_profiler_1757705199 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe46bfe884ca6072b0463c5126783f87ac-deplov9rfv --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1757705199 && 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_1757705199/summary.json'
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 2717.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51114_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51114_v3 status is now torndown due to DeploymentManager action