chaiml-ca18-v2-2-dpo

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v2-2-dpo_v1

model_name: training123

model_group: ChaiML/ca18-v2-2-dpo

status: torndown

timestamp: 2025-11-20T06:41:16+00:00

num_battles: 5889

num_wins: 3133

celo_rating: 1306.19

family_friendly_score: 0.5004

family_friendly_standard_error: 0.007071065549123413

submission_type: basic

model_repo: ChaiML/ca18-v2-2-dpo

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': 0.6895317209076111, 'latency_mean': 1.4501313591003417, 'latency_p50': 1.4542772769927979, 'latency_p90': 1.59582576751709}, {'batch_size': 3, 'throughput': 1.288867875507712, 'latency_mean': 2.3196228206157685, 'latency_p50': 2.3039491176605225, 'latency_p90': 2.594818115234375}, {'batch_size': 5, 'throughput': 1.5786534282772482, 'latency_mean': 3.1512629544734954, 'latency_p50': 3.1566476821899414, 'latency_p90': 3.567333722114563}, {'batch_size': 6, 'throughput': 1.6758107300021434, 'latency_mean': 3.5627500474452973, 'latency_p50': 3.5919028520584106, 'latency_p90': 4.01408703327179}, {'batch_size': 8, 'throughput': 1.7906873285878164, 'latency_mean': 4.442316596508026, 'latency_p50': 4.438001751899719, 'latency_p90': 5.029266953468323}, {'batch_size': 10, 'throughput': 1.8812106975747365, 'latency_mean': 5.270342718362809, 'latency_p50': 5.280526399612427, 'latency_p90': 6.024991345405579}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v2-2-dpo

model_size: 13B

ranking_group: single

throughput_3p7s: 1.71

us_pacific_date: 2025-11-16

win_ratio: 0.5320088300220751

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', 'You:', 'User:', '</s>'], '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-v2-2-dpo-v1-mkmlizer
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chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v2-2-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v2-2-dpo-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-ca18-v2-2-dpo-v1-mkmlizer: Downloaded to shared memory in 67.274s
chaiml-ca18-v2-2-dpo-v1-mkmlizer: Checking if ChaiML/ca18-v2-2-dpo already exists in ChaiML
chaiml-ca18-v2-2-dpo-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2bk5j9k3, device:0
chaiml-ca18-v2-2-dpo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v2-2-dpo-v1-mkmlizer: quantized model in 26.220s
chaiml-ca18-v2-2-dpo-v1-mkmlizer: Processed model ChaiML/ca18-v2-2-dpo in 93.495s
chaiml-ca18-v2-2-dpo-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v2-2-dpo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v2-2-dpo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v2-2-dpo-v1/nvidia
chaiml-ca18-v2-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v2-2-dpo-v1/nvidia/config.json
chaiml-ca18-v2-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v2-2-dpo-v1/nvidia/special_tokens_map.json
chaiml-ca18-v2-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v2-2-dpo-v1/nvidia/tokenizer_config.json
chaiml-ca18-v2-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v2-2-dpo-v1/nvidia/tokenizer.json
chaiml-ca18-v2-2-dpo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v2-2-dpo-v1/nvidia/flywheel_model.0.safetensors
Job chaiml-ca18-v2-2-dpo-v1-mkmlizer completed after 165.38s with status: succeeded
Stopping job with name chaiml-ca18-v2-2-dpo-v1-mkmlizer
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Inference service chaiml-ca18-v2-2-dpo-v1 ready after 160.99626779556274s
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chaiml-ca18-v2-2-dpo_v1 status is now torndown due to DeploymentManager action