developer_uid: cloudyu
submission_id: cloudyu-chaiml-nemo-dpo-v4_v2
model_name: cloudyu-chaiml-nemo-dpo-v4_v2
model_group: cloudyu/ChaiML-Nemo-DPO-
status: inactive
timestamp: 2024-11-24T09:42:28+00:00
num_battles: 15682
num_wins: 7656
celo_rating: 1247.01
family_friendly_score: 0.5684
family_friendly_standard_error: 0.007004590494811242
submission_type: basic
model_repo: cloudyu/ChaiML-Nemo-DPO-V4
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6146812965296979, 'latency_mean': 1.626801105737686, 'latency_p50': 1.6258602142333984, 'latency_p90': 1.8042897939682008}, {'batch_size': 3, 'throughput': 1.1234869199265682, 'latency_mean': 2.6622114312648772, 'latency_p50': 2.6410852670669556, 'latency_p90': 2.97819664478302}, {'batch_size': 5, 'throughput': 1.3634940787986316, 'latency_mean': 3.646839538812637, 'latency_p50': 3.64766788482666, 'latency_p90': 4.133780145645141}, {'batch_size': 6, 'throughput': 1.4221813958479232, 'latency_mean': 4.190485782623291, 'latency_p50': 4.1768879890441895, 'latency_p90': 4.698922491073608}, {'batch_size': 8, 'throughput': 1.490761712132738, 'latency_mean': 5.329201490879059, 'latency_p50': 5.3476632833480835, 'latency_p90': 5.995670580863953}, {'batch_size': 10, 'throughput': 1.5274535431582401, 'latency_mean': 6.5053834879398345, 'latency_p50': 6.561367750167847, 'latency_p90': 7.3303662776947025}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cloudyu-chaiml-nemo-dpo-v4_v2
is_internal_developer: False
language_model: cloudyu/ChaiML-Nemo-DPO-V4
model_size: 13B
ranking_group: single
throughput_3p7s: 1.38
us_pacific_date: 2024-11-24
win_ratio: 0.48820303532712667
generation_params: {'temperature': 0.8, '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': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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 cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ _____ __ __ ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ /___/ ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ Version: 0.11.12 ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ https://mk1.ai ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ The license key for the current software has been verified as ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ belonging to: ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ Chai Research Corp. ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ║ ║
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Downloaded to shared memory in 42.941s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpth416m3c, device:0
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: quantized model in 36.297s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V4 in 79.238s
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/config.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/tokenizer.json
cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v4-v2/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer completed after 104.22s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v4-v2-mkmlizer
Pipeline stage MKMLizer completed in 104.82s
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Creating inference service cloudyu-chaiml-nemo-dpo-v4-v2
Waiting for inference service cloudyu-chaiml-nemo-dpo-v4-v2 to be ready
Inference service cloudyu-chaiml-nemo-dpo-v4-v2 ready after 120.4481143951416s
Pipeline stage MKMLDeployer completed in 121.01s
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Received healthy response to inference request in 2.2062036991119385s
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Received healthy response to inference request in 1.6549708843231201s
Received healthy response to inference request in 1.7756738662719727s
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5th percentile: 1.6610380172729493
10th percentile: 1.6671051502227783
20th percentile: 1.6792394161224364
30th percentile: 1.6934450626373292
40th percentile: 1.709722089767456
50th percentile: 1.725999116897583
60th percentile: 1.745869016647339
70th percentile: 1.7657389163970947
80th percentile: 1.861779832839966
90th percentile: 2.0339917659759523
95th percentile: 2.1200977325439454
99th percentile: 2.18898250579834
mean time: 1.809630823135376
Pipeline stage StressChecker completed in 10.73s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2705.97s
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cloudyu-chaiml-nemo-dpo-v4_v2 status is now inactive due to auto deactivation removed underperforming models