chaiml-ca18-v1-2-dpo-b025

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v1-2-dpo-b025_v1

model_name: training123

model_group: ChaiML/ca18-v1-2-dpo_b02

status: torndown

timestamp: 2025-11-18T11:51:15+00:00

num_battles: 5783

num_wins: 3006

celo_rating: 1313.07

family_friendly_score: 0.5122

family_friendly_standard_error: 0.007068962583010325

submission_type: basic

model_repo: ChaiML/ca18-v1-2-dpo_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': 0.6865160916731333, 'latency_mean': 1.4565109896659851, 'latency_p50': 1.4648829698562622, 'latency_p90': 1.585677981376648}, {'batch_size': 3, 'throughput': 1.2721715810627994, 'latency_mean': 2.3535359621047975, 'latency_p50': 2.342362403869629, 'latency_p90': 2.6021444320678713}, {'batch_size': 5, 'throughput': 1.5425197784401918, 'latency_mean': 3.232410035133362, 'latency_p50': 3.2443968057632446, 'latency_p90': 3.5809062242507936}, {'batch_size': 6, 'throughput': 1.6334061987135604, 'latency_mean': 3.6517592418193816, 'latency_p50': 3.6510082483291626, 'latency_p90': 4.133862757682801}, {'batch_size': 8, 'throughput': 1.744438806506706, 'latency_mean': 4.554996590614319, 'latency_p50': 4.559613823890686, 'latency_p90': 5.1396733045578005}, {'batch_size': 10, 'throughput': 1.8251155361477052, 'latency_mean': 5.43043229341507, 'latency_p50': 5.385820269584656, 'latency_p90': 6.145864677429199}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v1-2-dpo_b025

model_size: 13B

ranking_group: single

throughput_3p7s: 1.65

us_pacific_date: 2025-11-15

win_ratio: 0.5197994120698599

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': ['User:', '\n', 'You:', '</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

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-ca18-v1-2-dpo-b025-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer to finish
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: Downloaded to shared memory in 29.809s
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: Checking if ChaiML/ca18-v1-2-dpo_b025 already exists in ChaiML
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpeq2lvm1a, device:0
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-02f4-69d4-linear-w01_v8: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-02f4-69d4-linear-w01_v8/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.3.204.182:8080/models/chaiml-02f4-69d4-linear-w01_v8/predict\'"}')
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: quantized model in 26.006s
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: Processed model ChaiML/ca18-v1-2-dpo_b025 in 55.816s
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-b025-v1/nvidia
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-b025-v1/nvidia/config.json
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-b025-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-b025-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-b025-v1/nvidia/tokenizer.json
Failed to get response for submission chaiml-1114-quang-ir-cl_19141_v3: HTTPConnectionPool(host='chaiml-1114-quang-ir-cl-19141-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-2-dpo-b025-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer completed after 113.76s with status: succeeded
Stopping job with name chaiml-ca18-v1-2-dpo-b025-v1-mkmlizer
Pipeline stage MKMLizer completed in 114.21s
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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-v1-2-dpo-b025-v1
Waiting for inference service chaiml-ca18-v1-2-dpo-b025-v1 to be ready
Inference service chaiml-ca18-v1-2-dpo-b025-v1 ready after 170.7519567012787s
Pipeline stage MKMLDeployer completed in 171.44s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.589277744293213s
Received healthy response to inference request in 1.9012973308563232s
Received healthy response to inference request in 1.2617769241333008s
Received healthy response to inference request in 1.4366040229797363s
Received healthy response to inference request in 1.4159793853759766s
5 requests
0 failed requests
5th percentile: 1.292617416381836
10th percentile: 1.323457908630371
20th percentile: 1.3851388931274413
30th percentile: 1.4201043128967286
40th percentile: 1.4283541679382323
50th percentile: 1.4366040229797363
60th percentile: 1.497673511505127
70th percentile: 1.5587430000305176
80th percentile: 1.651681661605835
90th percentile: 1.776489496231079
95th percentile: 1.8388934135437012
99th percentile: 1.8888165473937988
mean time: 1.52098708152771
Pipeline stage StressChecker completed in 8.90s
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