developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_78581_v1
model_name: chaiml-mn24b-v2preferwi_78581_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-29T15:19:49+00:00
num_battles: 5996
num_wins: 3013
celo_rating: 1286.09
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.548213244030806, 'latency_mean': 1.823981088399887, 'latency_p50': 1.8377100229263306, 'latency_p90': 2.0171780824661254}, {'batch_size': 3, 'throughput': 1.123079909686125, 'latency_mean': 2.658744983673096, 'latency_p50': 2.665609121322632, 'latency_p90': 2.9003893375396728}, {'batch_size': 5, 'throughput': 1.4583119646051963, 'latency_mean': 3.4099015259742735, 'latency_p50': 3.402620315551758, 'latency_p90': 3.834945487976074}, {'batch_size': 6, 'throughput': 1.5754546037008912, 'latency_mean': 3.776045423746109, 'latency_p50': 3.7675400972366333, 'latency_p90': 4.246071314811706}, {'batch_size': 8, 'throughput': 1.7512986949081375, 'latency_mean': 4.5189294850826265, 'latency_p50': 4.548266291618347, 'latency_p90': 5.068247747421265}, {'batch_size': 10, 'throughput': 1.8156175849055214, 'latency_mean': 5.445439625978469, 'latency_p50': 5.458748459815979, 'latency_p90': 6.139741039276123}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_78581_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.57
us_pacific_date: 2025-09-29
win_ratio: 0.502501667778519
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-v2preferwi-78581-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-78581-v1-mkmlizer to finish
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-78581-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-v2preferwi-78581-v1-mkmlizer: Downloaded to shared memory in 67.487s
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0z1yl673, device:0
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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', '')
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: quantized model in 284.270s
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune4 in 351.757s
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v1/nvidia
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-78581-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-78581-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-78581-v1-mkmlizer completed after 481.49s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-78581-v1-mkmlizer
Pipeline stage MKMLizer completed in 482.08s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.27s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-78581-v1
Waiting for inference service chaiml-mn24b-v2preferwi-78581-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-78581-v1 ready after 40.49496912956238s
Pipeline stage MKMLDeployer completed in 42.21s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9605109691619873s
Received healthy response to inference request in 1.8807270526885986s
Received healthy response to inference request in 1.5135982036590576s
Received healthy response to inference request in 1.656731128692627s
Received healthy response to inference request in 1.8445985317230225s
5 requests
0 failed requests
5th percentile: 1.5422247886657714
10th percentile: 1.5708513736724854
20th percentile: 1.6281045436859132
30th percentile: 1.694304609298706
40th percentile: 1.7694515705108642
50th percentile: 1.8445985317230225
60th percentile: 1.8590499401092528
70th percentile: 1.8735013484954834
80th percentile: 1.8966838359832763
90th percentile: 1.9285974025726318
95th percentile: 1.9445541858673097
99th percentile: 1.9573196125030519
mean time: 1.7712331771850587
Pipeline stage StressChecker completed in 10.11s
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 0.67s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-78581-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-78581-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 8181.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_78581_v1 status is now torndown due to DeploymentManager action