chaiml-mn24b-v2preferwi_95043

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95043_v1
model_name: chaiml-mn24b-v2preferwi_95043_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T02:30:42+00:00
num_battles: 5575
num_wins: 2931
celo_rating: 1277.17
family_friendly_score: 0.5538000000000001
family_friendly_standard_error: 0.0070300150782199615
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune7
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': 0.5488125429125762, 'latency_mean': 1.8220149266719818, 'latency_p50': 1.8112730979919434, 'latency_p90': 2.0323855876922607}, {'batch_size': 3, 'throughput': 1.1066196386528735, 'latency_mean': 2.697086126804352, 'latency_p50': 2.6856201887130737, 'latency_p90': 2.9850661993026733}, {'batch_size': 5, 'throughput': 1.4345510667303076, 'latency_mean': 3.4656418132781983, 'latency_p50': 3.453047752380371, 'latency_p90': 3.9865974903106687}, {'batch_size': 6, 'throughput': 1.559329121656671, 'latency_mean': 3.823973653316498, 'latency_p50': 3.8306370973587036, 'latency_p90': 4.354440069198608}, {'batch_size': 8, 'throughput': 1.702532694077425, 'latency_mean': 4.661087558269501, 'latency_p50': 4.646915316581726, 'latency_p90': 5.302264761924744}, {'batch_size': 10, 'throughput': 1.7657987257570202, 'latency_mean': 5.606830176115036, 'latency_p50': 5.578654527664185, 'latency_p90': 6.496474075317383}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95043_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-11
win_ratio: 0.5257399103139013
generation_params: {'temperature': 0.5, '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-95043-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95043-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: Downloaded to shared memory in 72.164s
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4ik5h1sz, device:0
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: quantized model in 284.850s
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune7 in 357.014s
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v1/nvidia
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-95043-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95043-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-95043-v1-mkmlizer completed after 447.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95043-v1-mkmlizer
Pipeline stage MKMLizer completed in 448.49s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-95043-v1
Waiting for inference service chaiml-mn24b-v2preferwi-95043-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-95043-v1 ready after 30.16136336326599s
Pipeline stage MKMLDeployer completed in 30.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2884268760681152s
Received healthy response to inference request in 1.7008767127990723s
Received healthy response to inference request in 1.7130722999572754s
Received healthy response to inference request in 1.696640968322754s
Received healthy response to inference request in 1.7067339420318604s
5 requests
0 failed requests
5th percentile: 1.6974881172180176
10th percentile: 1.6983352661132813
20th percentile: 1.7000295639038085
30th percentile: 1.70204815864563
40th percentile: 1.7043910503387452
50th percentile: 1.7067339420318604
60th percentile: 1.7092692852020264
70th percentile: 1.7118046283721924
80th percentile: 1.8281432151794434
90th percentile: 2.058285045623779
95th percentile: 2.173355960845947
99th percentile: 2.2654126930236815
mean time: 1.8211501598358155
Pipeline stage StressChecker completed in 10.46s
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 0.91s
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 1.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95043_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 0.12s
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-95043-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-95043-v1-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-95043-v1-profiler ready after 60.87579941749573s
Pipeline stage MKMLProfilerDeployer completed in 61.95s
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-v2prefe86339223b74973c671ef9b74ea8d25d8-deplo5qjsr:/code/chaiverse_profiler_1757644894 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe86339223b74973c671ef9b74ea8d25d8-deplo5qjsr --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1757644894 && 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_1757644894/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 2428.77s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95043_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95043_v1 status is now torndown due to DeploymentManager action