developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95410_v3
model_name: chaiml-mn24b-v2preferwi_95410_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:40:13+00:00
num_battles: 5873
num_wins: 2821
celo_rating: 1249.58
family_friendly_score: 0.5438000000000001
family_friendly_standard_error: 0.0070438847236450434
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
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': 0.5532412103596341, 'latency_mean': 1.8074065518379212, 'latency_p50': 1.7966923713684082, 'latency_p90': 2.0074145555496217}, {'batch_size': 3, 'throughput': 1.120817787940405, 'latency_mean': 2.673351504802704, 'latency_p50': 2.6637967824935913, 'latency_p90': 2.947555327415466}, {'batch_size': 5, 'throughput': 1.451370357909378, 'latency_mean': 3.4251088428497316, 'latency_p50': 3.427079677581787, 'latency_p90': 3.806112504005432}, {'batch_size': 6, 'throughput': 1.5516103450275858, 'latency_mean': 3.834992414712906, 'latency_p50': 3.8479284048080444, 'latency_p90': 4.343770742416382}, {'batch_size': 8, 'throughput': 1.7076649968353386, 'latency_mean': 4.628624875545501, 'latency_p50': 4.630826354026794, 'latency_p90': 5.232324886322021}, {'batch_size': 10, 'throughput': 1.8311761100564652, 'latency_mean': 5.419968154430389, 'latency_p50': 5.373741269111633, 'latency_p90': 6.225337862968445}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95410_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-29
win_ratio: 0.4803337306317044
generation_params: {'temperature': 0.7, '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-95410-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95410-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: Downloaded to shared memory in 51.125s
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 already exists in ChaiML
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzpgrllft, device:0
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: quantized model in 285.687s
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 in 336.812s
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v3/nvidia
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v3/nvidia/flywheel_model.1.safetensors
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.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-95410-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-95410-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-95410-v3-mkmlizer completed after 559.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95410-v3-mkmlizer
Pipeline stage MKMLizer completed in 560.33s
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-95410-v3
Waiting for inference service chaiml-mn24b-v2preferwi-95410-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-95410-v3 ready after 60.945483446121216s
Pipeline stage MKMLDeployer completed in 61.37s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.405487537384033s
Received healthy response to inference request in 1.774733066558838s
Received healthy response to inference request in 1.793893814086914s
Received healthy response to inference request in 1.699333906173706s
Received healthy response to inference request in 1.8912687301635742s
5 requests
0 failed requests
5th percentile: 1.7144137382507325
10th percentile: 1.7294935703277587
20th percentile: 1.7596532344818114
30th percentile: 1.7785652160644532
40th percentile: 1.7862295150756835
50th percentile: 1.793893814086914
60th percentile: 1.8328437805175781
70th percentile: 1.8717937469482422
80th percentile: 1.994112491607666
90th percentile: 2.1998000144958496
95th percentile: 2.3026437759399414
99th percentile: 2.384918785095215
mean time: 1.9129434108734131
Pipeline stage StressChecker completed in 11.17s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v3 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 4602.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95410_v3 status is now torndown due to DeploymentManager action