chaiml-1106-quang-ir-mix_4481

developer_uid: chai_backend_admin

submission_id: chaiml-1106-quang-ir-mix_4481_v1

model_name: training123

model_group: ChaiML/1106-quang-ir-mix

status: torndown

timestamp: 2025-11-10T09:21:47+00:00

num_battles: 6434

num_wins: 3212

celo_rating: 1290.75

family_friendly_score: 0.5604

family_friendly_standard_error: 0.007019285433717595

submission_type: basic

model_repo: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_0164642ep_2e6ct

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.37884162227077267, 'latency_mean': 2.6394990730285643, 'latency_p50': 2.633938193321228, 'latency_p90': 2.8625576496124268}, {'batch_size': 2, 'throughput': 0.5703365603920476, 'latency_mean': 3.4989263141155242, 'latency_p50': 3.4983224868774414, 'latency_p90': 3.813889575004578}, {'batch_size': 3, 'throughput': 0.7001915149591714, 'latency_mean': 4.274383192062378, 'latency_p50': 4.283206462860107, 'latency_p90': 4.645305156707764}, {'batch_size': 4, 'throughput': 0.7894699174956349, 'latency_mean': 5.049254233837128, 'latency_p50': 5.062382817268372, 'latency_p90': 5.822984886169434}, {'batch_size': 5, 'throughput': 0.8570951960266728, 'latency_mean': 5.816231919527054, 'latency_p50': 5.8400551080703735, 'latency_p90': 6.485015869140625}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_0164642ep_2e6ct

model_size: 24B

ranking_group: single

throughput_3p7s: 0.61

us_pacific_date: 2025-11-07

win_ratio: 0.49922287845819086

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '\n', '####', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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
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Running pipeline stage MKMLizer
Starting job with name chaiml-1106-quang-ir-mix-4481-v1-mkmlizer
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chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║                                                                     ║
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chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: Downloaded to shared memory in 150.099s
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: Checking if ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_0164642ep_2e6ct already exists in ChaiML
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpp2ltwzrw, device:0
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: quantized model in 41.992s
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: Processed model ChaiML/1106-quang-ir-mixall-cld-i8a8-hl-mult-sth-f5000-dpo_0164642ep_2e6ct in 192.091s
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-4481-v1/nvidia
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-4481-v1/nvidia/config.json
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-4481-v1/nvidia/special_tokens_map.json
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-4481-v1/nvidia/tokenizer_config.json
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-4481-v1/nvidia/tokenizer.json
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-4481-v1/nvidia/flywheel_model.1.safetensors
chaiml-1106-quang-ir-mix-4481-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mix-4481-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1106-quang-ir-mix-4481-v1-mkmlizer completed after 236.38s with status: succeeded
Stopping job with name chaiml-1106-quang-ir-mix-4481-v1-mkmlizer
Pipeline stage MKMLizer completed in 236.95s
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Creating inference service chaiml-1106-quang-ir-mix-4481-v1
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Inference service chaiml-1106-quang-ir-mix-4481-v1 ready after 170.88658475875854s
Pipeline stage MKMLDeployer completed in 171.53s
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Running pipeline stage StressChecker
read tcp 127.0.0.1:36602->127.0.0.1:8080: read: connection reset by peer
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Received healthy response to inference request in 2.24422550201416s
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', '')
Received healthy response to inference request in 2.240576982498169s
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mean time: 1.906377649307251
%s, retrying in %s seconds...
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Received healthy response to inference request in 2.4797565937042236s
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