chaiml-mn24b-v2preferwin2_230

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_230_v1
model_name: chaiml-mn24b-v2preferwin2_230_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:31:28+00:00
num_battles: 5479
num_wins: 2938
celo_rating: 1286.72
family_friendly_score: 0.5648
family_friendly_standard_error: 0.007011432949119602
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
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': 0.5436771990256505, 'latency_mean': 1.8392004418373107, 'latency_p50': 1.8383349180221558, 'latency_p90': 2.0199050664901734}, {'batch_size': 3, 'throughput': 1.0971921249801586, 'latency_mean': 2.726263190507889, 'latency_p50': 2.7315361499786377, 'latency_p90': 3.019930863380432}, {'batch_size': 5, 'throughput': 1.410702928638248, 'latency_mean': 3.527829486131668, 'latency_p50': 3.530424952507019, 'latency_p90': 3.922799563407898}, {'batch_size': 6, 'throughput': 1.5169307893347241, 'latency_mean': 3.929755997657776, 'latency_p50': 3.927228093147278, 'latency_p90': 4.451449680328369}, {'batch_size': 8, 'throughput': 1.6512627043428265, 'latency_mean': 4.8085187363624575, 'latency_p50': 4.811080694198608, 'latency_p90': 5.4139089345932}, {'batch_size': 10, 'throughput': 1.7413480367905558, 'latency_mean': 5.700912373065949, 'latency_p50': 5.643786072731018, 'latency_p90': 6.606914210319519}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_230_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-18
win_ratio: 0.5362292389122103
generation_params: {'temperature': 0.6, '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-v2preferwin2-230-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-230-v1-mkmlizer to finish
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-230-v1-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-v2preferwin2-230-v1-mkmlizer: Downloaded to shared memory in 69.663s
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpv2cjiy8c, device:0
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: quantized model in 288.321s
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune4 in 357.985s
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v1/nvidia
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v1/nvidia/config.json
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin2-230-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-230-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwin2-230-v1-mkmlizer completed after 451.24s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-230-v1-mkmlizer
Pipeline stage MKMLizer completed in 451.76s
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-v2preferwin2-230-v1
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v1 to be ready
Inference service chaiml-mn24b-v2preferwin2-230-v1 ready after 60.31874418258667s
Pipeline stage MKMLDeployer completed in 60.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.949256420135498s
Received healthy response to inference request in 1.764904260635376s
Received healthy response to inference request in 1.524033546447754s
Received healthy response to inference request in 1.7742843627929688s
Received healthy response to inference request in 2.0382230281829834s
5 requests
0 failed requests
5th percentile: 1.5722076892852783
10th percentile: 1.6203818321228027
20th percentile: 1.7167301177978516
30th percentile: 1.7667802810668944
40th percentile: 1.7705323219299316
50th percentile: 1.7742843627929688
60th percentile: 1.8442731857299806
70th percentile: 1.9142620086669921
80th percentile: 1.967049741744995
90th percentile: 2.0026363849639894
95th percentile: 2.0204297065734864
99th percentile: 2.034664363861084
mean time: 1.810140323638916
Pipeline stage StressChecker completed in 10.81s
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 0.69s
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-v2preferwin2_230_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 0.10s
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-v2preferwin2-230-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwin2-230-v1-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 2985.32s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_230_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_230_v1 status is now torndown due to DeploymentManager action