cloudyu-chaiml-nemo-dpo-v17

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v17_v10

model_name: cloudyu-chaiml-nemo-dpo-v17_v4

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-12-06T13:16:17+00:00

num_battles: 16263

num_wins: 8365

celo_rating: 1273.11

family_friendly_score: 0.5502

family_friendly_standard_error: 0.007035338797812086

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V17

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6203492270857632, 'latency_mean': 1.6119264233112336, 'latency_p50': 1.6099222898483276, 'latency_p90': 1.7666601896286012}, {'batch_size': 3, 'throughput': 1.1393390669761814, 'latency_mean': 2.627522722482681, 'latency_p50': 2.6133267879486084, 'latency_p90': 2.9007487297058105}, {'batch_size': 5, 'throughput': 1.3856839629894517, 'latency_mean': 3.590617860555649, 'latency_p50': 3.5825880765914917, 'latency_p90': 3.990575861930847}, {'batch_size': 6, 'throughput': 1.4399266252294587, 'latency_mean': 4.13794564127922, 'latency_p50': 4.1713104248046875, 'latency_p90': 4.678813433647155}, {'batch_size': 8, 'throughput': 1.5237197921899286, 'latency_mean': 5.217950097322464, 'latency_p50': 5.18683385848999, 'latency_p90': 5.876898574829101}, {'batch_size': 10, 'throughput': 1.5653024659847743, 'latency_mean': 6.349079246520996, 'latency_p50': 6.383456110954285, 'latency_p90': 7.232894158363342}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v17_v4

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V17

model_size: 13B

ranking_group: single

throughput_3p7s: 1.41

us_pacific_date: 2024-12-06

win_ratio: 0.5143577445735719

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, '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-v17-v10-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-v17-v10-mkmlizer: Downloaded to shared memory in 24.941s
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppmfeut6y, device:0
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v17-v10-mkmlizer: quantized model in 36.082s
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V17 in 61.023s
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v10
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v10/config.json
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v10/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v10/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v10/tokenizer.json
cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v10/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer completed after 93.17s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v17-v10-mkmlizer
Pipeline stage MKMLizer completed in 95.13s
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Creating inference service cloudyu-chaiml-nemo-dpo-v17-v10
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Inference service cloudyu-chaiml-nemo-dpo-v17-v10 ready after 179.30074882507324s
Pipeline stage MKMLDeployer completed in 181.00s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1892318725585938s
Received healthy response to inference request in 1.7463726997375488s
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Received healthy response to inference request in 1.7636439800262451s
Received healthy response to inference request in 2.3158681392669678s
5 requests
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5th percentile: 1.7498269557952881
10th percentile: 1.7532812118530274
20th percentile: 1.7601897239685058
30th percentile: 1.8099738597869872
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99th percentile: 2.310802688598633
mean time: 2.002082014083862
Pipeline stage StressChecker completed in 11.39s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2724.27s
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cloudyu-chaiml-nemo-dpo-v17_v10 status is now inactive due to auto deactivation removed underperforming models