chaiml-ca18-v2-dpo-lr15-b025

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v2-dpo-lr15-b025_v1

model_name: training123

model_group: ChaiML/ca18-v2-dpo_lr15-

status: torndown

timestamp: 2025-11-19T20:41:32+00:00

num_battles: 5481

num_wins: 2911

celo_rating: 1307.93

family_friendly_score: 0.5058

family_friendly_standard_error: 0.007070592054418074

submission_type: basic

model_repo: ChaiML/ca18-v2-dpo_lr15-b025

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6833094964147159, 'latency_mean': 1.4633399033546448, 'latency_p50': 1.4642126560211182, 'latency_p90': 1.615598440170288}, {'batch_size': 3, 'throughput': 1.27146854038323, 'latency_mean': 2.3516019940376283, 'latency_p50': 2.3424932956695557, 'latency_p90': 2.602141261100769}, {'batch_size': 5, 'throughput': 1.558217936615334, 'latency_mean': 3.199846315383911, 'latency_p50': 3.190608859062195, 'latency_p90': 3.636689376831055}, {'batch_size': 6, 'throughput': 1.6443513314026739, 'latency_mean': 3.6260667765140533, 'latency_p50': 3.628116011619568, 'latency_p90': 4.074522185325622}, {'batch_size': 8, 'throughput': 1.7559874570625933, 'latency_mean': 4.5283633387088775, 'latency_p50': 4.54190468788147, 'latency_p90': 5.118712115287781}, {'batch_size': 10, 'throughput': 1.8321124761968497, 'latency_mean': 5.418526685237884, 'latency_p50': 5.466740846633911, 'latency_p90': 6.231857633590698}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v2-dpo_lr15-b025

model_size: 13B

ranking_group: single

throughput_3p7s: 1.67

us_pacific_date: 2025-11-16

win_ratio: 0.5311074621419449

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': ['\n', '</s>', 'User:', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\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

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Running pipeline stage MKMLizer
Starting job with name chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer
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chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer
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Starting job with name chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer
Waiting for job on chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer to finish
Failed to get response for submission chaiml-7b07-69d4-linear-w01_v16: ('http://chaiml-7b07-69d4-linear-w01-v16-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:58250->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Downloaded to shared memory in 26.005s
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Checking if ChaiML/ca18-v2-dpo_lr15-b025 already exists in ChaiML
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyq4y7_zk, device:0
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Downloaded to shared memory in 20.550s
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Checking if ChaiML/ca18-v2-dpo_lr15-b025 already exists in ChaiML
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpmx8tqtk2, device:0
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: quantized model in 26.084s
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Processed model ChaiML/ca18-v2-dpo_lr15-b025 in 46.634s
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v2-dpo-lr15-b025-v1/nvidia
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v2-dpo-lr15-b025-v1/nvidia/config.json
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v2-dpo-lr15-b025-v1/nvidia/special_tokens_map.json
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v2-dpo-lr15-b025-v1/nvidia/tokenizer_config.json
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v2-dpo-lr15-b025-v1/nvidia/tokenizer.json
chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v2-dpo-lr15-b025-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer completed after 104.31s with status: succeeded
Stopping job with name chaiml-ca18-v2-dpo-lr15-b025-v1-mkmlizer
Pipeline stage MKMLizer completed in 229.02s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ca18-v2-dpo-lr15-b025-v1
Waiting for inference service chaiml-ca18-v2-dpo-lr15-b025-v1 to be ready
Inference service chaiml-ca18-v2-dpo-lr15-b025-v1 ready after 171.1108922958374s
Pipeline stage MKMLDeployer completed in 171.65s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7556171417236328s
Received healthy response to inference request in 1.4724371433258057s
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5th percentile: 1.3935641765594482
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mean time: 1.5738905906677245
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