developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49531_v4
model_name: chaiml-mn24b-v2preferwi_49531_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T00:57:06+00:00
num_battles: 5525
num_wins: 2993
celo_rating: 1281.77
family_friendly_score: 0.558
family_friendly_standard_error: 0.007023332542319209
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5485230468375984, 'latency_mean': 1.8229587709903716, 'latency_p50': 1.814844012260437, 'latency_p90': 2.0120455026626587}, {'batch_size': 3, 'throughput': 1.122723366725709, 'latency_mean': 2.6536053621768954, 'latency_p50': 2.6634191274642944, 'latency_p90': 2.9295876741409304}, {'batch_size': 5, 'throughput': 1.4486826606599257, 'latency_mean': 3.429650284051895, 'latency_p50': 3.430404782295227, 'latency_p90': 3.856928277015686}, {'batch_size': 6, 'throughput': 1.5514575434613915, 'latency_mean': 3.8325292694568636, 'latency_p50': 3.81810462474823, 'latency_p90': 4.389505124092102}, {'batch_size': 8, 'throughput': 1.7225348107000198, 'latency_mean': 4.598621153831482, 'latency_p50': 4.581979513168335, 'latency_p90': 5.225224876403809}, {'batch_size': 10, 'throughput': 1.7952954217692612, 'latency_mean': 5.521187527179718, 'latency_p50': 5.552351593971252, 'latency_p90': 6.338979172706604}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49531_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-18
win_ratio: 0.5417194570135747
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-49531-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49531-v4-mkmlizer to finish
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-49531-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: Downloaded to shared memory in 133.820s
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdxlov0nn, device:0
chaiml-mn24b-v2preferwi-49531-v4-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-49531-v4-mkmlizer: quantized model in 289.435s
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 in 423.256s
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v4/nvidia
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-49531-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-49531-v4-mkmlizer completed after 491.64s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49531-v4-mkmlizer
Pipeline stage MKMLizer completed in 492.14s
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-49531-v4
Waiting for inference service chaiml-mn24b-v2preferwi-49531-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-49531-v4 ready after 60.273481607437134s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6550467014312744s
Received healthy response to inference request in 1.7831313610076904s
Received healthy response to inference request in 1.726381778717041s
Received healthy response to inference request in 1.505798578262329s
Received healthy response to inference request in 1.7260634899139404s
5 requests
0 failed requests
5th percentile: 1.5498515605926513
10th percentile: 1.5939045429229737
20th percentile: 1.6820105075836183
30th percentile: 1.7261271476745605
40th percentile: 1.7262544631958008
50th percentile: 1.726381778717041
60th percentile: 1.7490816116333008
70th percentile: 1.7717814445495605
80th percentile: 1.9575144290924074
90th percentile: 2.306280565261841
95th percentile: 2.4806636333465573
99th percentile: 2.620170087814331
mean time: 1.879284381866455
Pipeline stage StressChecker completed in 11.68s
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 0.66s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-49531-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-49531-v4-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-49531-v4-profiler ready after 60.50255274772644s
Pipeline stage MKMLProfilerDeployer completed in 61.28s
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-v2prefe97547d59818d5c932b0a2e75ee73f35d-deplo8zsn9:/code/chaiverse_profiler_1758244142 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefe97547d59818d5c932b0a2e75ee73f35d-deplo8zsn9 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758244142 && 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_1758244142/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 2839.56s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49531_v4 status is now torndown due to DeploymentManager action