developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48898_v2
model_name: chaiml-mn24b-v2preferwi_48898_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:11:57+00:00
num_battles: 5389
num_wins: 2776
celo_rating: 1268.25
family_friendly_score: 0.5678000000000001
family_friendly_standard_error: 0.007005757061160485
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
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': 0.5501665339904754, 'latency_mean': 1.8175106930732727, 'latency_p50': 1.8227428197860718, 'latency_p90': 2.0172919750213625}, {'batch_size': 3, 'throughput': 1.0989298950115272, 'latency_mean': 2.7155420136451722, 'latency_p50': 2.7276307344436646, 'latency_p90': 3.16015510559082}, {'batch_size': 5, 'throughput': 1.404818458745641, 'latency_mean': 3.541807910203934, 'latency_p50': 3.561930537223816, 'latency_p90': 4.012647056579589}, {'batch_size': 6, 'throughput': 1.521308086931189, 'latency_mean': 3.9257239472866057, 'latency_p50': 3.949293851852417, 'latency_p90': 4.364287209510803}, {'batch_size': 8, 'throughput': 1.6691563442493604, 'latency_mean': 4.7636491596698765, 'latency_p50': 4.756159424781799, 'latency_p90': 5.411375737190246}, {'batch_size': 10, 'throughput': 1.7430164861055948, 'latency_mean': 5.682438353300094, 'latency_p50': 5.654464244842529, 'latency_p90': 6.607634043693542}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48898_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-19
win_ratio: 0.5151233995175357
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-48898-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48898-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: Downloaded to shared memory in 55.609s
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbr03s6_o, device:0
chaiml-mn24b-v2preferwi-48898-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-48898-v2-mkmlizer: quantized model in 288.620s
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 in 344.229s
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v2/nvidia
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-48898-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-48898-v2-mkmlizer completed after 479.84s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48898-v2-mkmlizer
Pipeline stage MKMLizer completed in 480.78s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.32s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48898-v2
Waiting for inference service chaiml-mn24b-v2preferwi-48898-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-48898-v2 ready after 71.38645482063293s
Pipeline stage MKMLDeployer completed in 72.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.404916524887085s
Received healthy response to inference request in 1.852797031402588s
Received healthy response to inference request in 1.6220874786376953s
Received healthy response to inference request in 1.9119622707366943s
Received healthy response to inference request in 1.8182461261749268s
5 requests
0 failed requests
5th percentile: 1.6613192081451416
10th percentile: 1.7005509376525878
20th percentile: 1.7790143966674805
30th percentile: 1.825156307220459
40th percentile: 1.8389766693115235
50th percentile: 1.852797031402588
60th percentile: 1.8764631271362304
70th percentile: 1.900129222869873
80th percentile: 2.0105531215667725
90th percentile: 2.2077348232269287
95th percentile: 2.306325674057007
99th percentile: 2.3851983547210693
mean time: 1.922001886367798
Pipeline stage StressChecker completed in 11.43s
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 0.71s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v2 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 2751.51s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48898_v2 status is now torndown due to DeploymentManager action