developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27038_v4
model_name: chaiml-mn24b-v2preferwi_27038_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T06:01:41+00:00
num_battles: 5407
num_wins: 2909
celo_rating: 1288.17
family_friendly_score: 0.5085999999999999
family_friendly_standard_error: 0.0070700217821446625
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5485222444851026, 'latency_mean': 1.8229839265346528, 'latency_p50': 1.82724130153656, 'latency_p90': 2.0302135229110716}, {'batch_size': 3, 'throughput': 1.1117749336559484, 'latency_mean': 2.6889087784290315, 'latency_p50': 2.6968547105789185, 'latency_p90': 2.9437784910202027}, {'batch_size': 5, 'throughput': 1.4387925940414703, 'latency_mean': 3.462002477645874, 'latency_p50': 3.4568382501602173, 'latency_p90': 3.886350917816162}, {'batch_size': 6, 'throughput': 1.536627275751462, 'latency_mean': 3.875912184715271, 'latency_p50': 3.8571213483810425, 'latency_p90': 4.398700022697449}, {'batch_size': 8, 'throughput': 1.692658611485696, 'latency_mean': 4.690099637508393, 'latency_p50': 4.674278140068054, 'latency_p90': 5.359715485572815}, {'batch_size': 10, 'throughput': 1.7627557047958708, 'latency_mean': 5.61821769952774, 'latency_p50': 5.671789765357971, 'latency_p90': 6.392956399917602}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27038_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-17
win_ratio: 0.5380062881449972
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-27038-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27038-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: Downloaded to shared memory in 57.356s
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprmo1flrx, device:0
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: quantized model in 288.952s
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune7 in 346.308s
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v4/nvidia
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27038-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27038-v4-mkmlizer completed after 417.01s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27038-v4-mkmlizer
Pipeline stage MKMLizer completed in 417.50s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-27038-v4
Waiting for inference service chaiml-mn24b-v2preferwi-27038-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-27038-v4 ready after 50.20006823539734s
Pipeline stage MKMLDeployer completed in 50.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0028913021087646s
Received healthy response to inference request in 1.690873622894287s
Received healthy response to inference request in 1.7550897598266602s
Received healthy response to inference request in 1.6365268230438232s
Received healthy response to inference request in 1.6561505794525146s
5 requests
0 failed requests
5th percentile: 1.6404515743255614
10th percentile: 1.6443763256072998
20th percentile: 1.6522258281707765
30th percentile: 1.663095188140869
40th percentile: 1.6769844055175782
50th percentile: 1.690873622894287
60th percentile: 1.7165600776672363
70th percentile: 1.7422465324401855
80th percentile: 1.804650068283081
90th percentile: 1.9037706851959229
95th percentile: 1.9533309936523438
99th percentile: 1.9929792404174804
mean time: 1.7483064174652099
Pipeline stage StressChecker completed in 10.10s
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 0.73s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_v4 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-27038-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-27038-v4-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-27038-v4-profiler ready after 60.42904496192932s
Pipeline stage MKMLProfilerDeployer completed in 60.97s
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-v2prefea146eb0fd66ce3c7171aa15919c433c8-deplocn4bk:/code/chaiverse_profiler_1758175945 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefea146eb0fd66ce3c7171aa15919c433c8-deplocn4bk --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758175945 && 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_1758175945/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 2764.57s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27038_v4 status is now torndown due to DeploymentManager action