developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_96834_v5
model_name: chaiml-mn24b-v2preferwi_96834_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:15:01+00:00
num_battles: 5852
num_wins: 3003
celo_rating: 1270.12
family_friendly_score: 0.5782
family_friendly_standard_error: 0.006984049828000943
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
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': 0.5559354190654072, 'latency_mean': 1.7986678099632263, 'latency_p50': 1.7938772439956665, 'latency_p90': 2.0153306245803835}, {'batch_size': 3, 'throughput': 1.1218067105237675, 'latency_mean': 2.669206782579422, 'latency_p50': 2.6560922861099243, 'latency_p90': 2.943873572349548}, {'batch_size': 5, 'throughput': 1.4374606444844524, 'latency_mean': 3.459183301925659, 'latency_p50': 3.4702420234680176, 'latency_p90': 3.9618462562561034}, {'batch_size': 6, 'throughput': 1.5531291681082553, 'latency_mean': 3.8455224347114565, 'latency_p50': 3.833891272544861, 'latency_p90': 4.389538979530334}, {'batch_size': 8, 'throughput': 1.6947793199760124, 'latency_mean': 4.684609779119492, 'latency_p50': 4.663113832473755, 'latency_p90': 5.393541145324707}, {'batch_size': 10, 'throughput': 1.790348060247146, 'latency_mean': 5.548511680364609, 'latency_p50': 5.544298529624939, 'latency_p90': 6.264929866790771}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_96834_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-21
win_ratio: 0.5131578947368421
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': '\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-96834-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-96834-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-96834-v5-mkmlizer: Downloaded to shared memory in 40.418s
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbses9hpd, device:0
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: quantized model in 285.194s
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 in 325.613s
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v5/nvidia
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-96834-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-96834-v5-mkmlizer completed after 448.69s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-96834-v5-mkmlizer
Pipeline stage MKMLizer completed in 449.21s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-96834-v5
Waiting for inference service chaiml-mn24b-v2preferwi-96834-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-96834-v5 ready after 60.344977617263794s
Pipeline stage MKMLDeployer completed in 60.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3570094108581543s
Received healthy response to inference request in 1.7179362773895264s
Received healthy response to inference request in 2.2228405475616455s
Received healthy response to inference request in 1.9560611248016357s
Received healthy response to inference request in 1.994194746017456s
5 requests
0 failed requests
5th percentile: 1.7655612468719482
10th percentile: 1.8131862163543702
20th percentile: 1.908436155319214
30th percentile: 1.9636878490447998
40th percentile: 1.978941297531128
50th percentile: 1.994194746017456
60th percentile: 2.085653066635132
70th percentile: 2.1771113872528076
80th percentile: 2.2496743202209473
90th percentile: 2.303341865539551
95th percentile: 2.3301756381988525
99th percentile: 2.3516426563262938
mean time: 2.0496084213256838
Pipeline stage StressChecker completed in 12.25s
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 0.62s
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 1.00s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_v5 status is now deployed due to DeploymentManager action
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 3040.47s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_96834_v5 status is now torndown due to DeploymentManager action