developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67687_v2
model_name: chaiml-mn24b-v2preferwi_67687_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T20:15:59+00:00
num_battles: 5930
num_wins: 3172
celo_rating: 1277.4
family_friendly_score: 0.5546
family_friendly_standard_error: 0.007028781402206217
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5
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': 0.5485621189000229, 'latency_mean': 1.8228454756736756, 'latency_p50': 1.819165587425232, 'latency_p90': 2.0196669578552244}, {'batch_size': 3, 'throughput': 1.1036073704935891, 'latency_mean': 2.704162675142288, 'latency_p50': 2.7059121131896973, 'latency_p90': 2.970395636558533}, {'batch_size': 5, 'throughput': 1.4213204530188526, 'latency_mean': 3.4962256276607513, 'latency_p50': 3.4637746810913086, 'latency_p90': 4.010352039337159}, {'batch_size': 6, 'throughput': 1.548831818265374, 'latency_mean': 3.8514527499675753, 'latency_p50': 3.828830361366272, 'latency_p90': 4.372650051116944}, {'batch_size': 8, 'throughput': 1.690649390637725, 'latency_mean': 4.690916783809662, 'latency_p50': 4.720105051994324, 'latency_p90': 5.297396636009216}, {'batch_size': 10, 'throughput': 1.7576696541839902, 'latency_mean': 5.650246847867965, 'latency_p50': 5.668565630912781, 'latency_p90': 6.35807089805603}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67687_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-21
win_ratio: 0.5349072512647555
generation_params: {'temperature': 0.65, '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-67687-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67687-v2-mkmlizer to finish
Failed to get response for submission chaiml-rirv938-0sw-96p_18713_v10: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...96p_18713_v10/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: Downloaded to shared memory in 48.854s
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz9jt8reb, device:0
chaiml-mn24b-v2preferwi-67687-v2-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-67687-v2-mkmlizer: quantized model in 285.855s
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 in 334.709s
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v2/nvidia
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67687-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67687-v2-mkmlizer completed after 429.37s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67687-v2-mkmlizer
Pipeline stage MKMLizer completed in 429.93s
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-67687-v2
Waiting for inference service chaiml-mn24b-v2preferwi-67687-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-67687-v2 ready after 60.62867069244385s
Pipeline stage MKMLDeployer completed in 61.16s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.247663736343384s
Received healthy response to inference request in 2.305847644805908s
Received healthy response to inference request in 1.855437994003296s
Received healthy response to inference request in 2.0477468967437744s
5 requests
1 failed requests
5th percentile: 1.8938997745513917
10th percentile: 1.9323615550994873
20th percentile: 2.0092851161956786
30th percentile: 2.0877302646636964
40th percentile: 2.16769700050354
50th percentile: 2.247663736343384
60th percentile: 2.2709372997283936
70th percentile: 2.2942108631134035
80th percentile: 5.871267747879031
90th percentile: 13.00210795402527
95th percentile: 16.567528057098386
99th percentile: 19.419864139556886
mean time: 5.717928886413574
%s, retrying in %s seconds...
Received healthy response to inference request in 2.7672195434570312s
Received healthy response to inference request in 2.253777027130127s
Received healthy response to inference request in 1.8658225536346436s
Received healthy response to inference request in 1.7534997463226318s
Received healthy response to inference request in 1.7337491512298584s
5 requests
0 failed requests
5th percentile: 1.737699270248413
10th percentile: 1.7416493892669678
20th percentile: 1.7495496273040771
30th percentile: 1.7759643077850342
40th percentile: 1.8208934307098388
50th percentile: 1.8658225536346436
60th percentile: 2.021004343032837
70th percentile: 2.17618613243103
80th percentile: 2.356465530395508
90th percentile: 2.5618425369262696
95th percentile: 2.66453104019165
99th percentile: 2.746681842803955
mean time: 2.0748136043548584
Pipeline stage StressChecker completed in 42.81s
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 0.70s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67687_v2 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-67687-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-67687-v2-profiler to be ready
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 2756.52s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67687_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67687_v2 status is now torndown due to DeploymentManager action