cloudyu-chaiml-nemo-dpo-v8

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v8_v2

model_name: cloudyu-chaiml-nemo-dpo-v8_v2

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T13:40:17+00:00

num_battles: 29121

num_wins: 14701

celo_rating: 1265.29

family_friendly_score: 0.5582

family_friendly_standard_error: 0.007023001637476671

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V8

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6208466653291356, 'latency_mean': 1.6106380248069763, 'latency_p50': 1.6220916509628296, 'latency_p90': 1.764455008506775}, {'batch_size': 3, 'throughput': 1.1706503633814664, 'latency_mean': 2.5527929162979124, 'latency_p50': 2.567281126976013, 'latency_p90': 2.7791767358779906}, {'batch_size': 5, 'throughput': 1.4105024354835438, 'latency_mean': 3.5273810660839082, 'latency_p50': 3.5252082347869873, 'latency_p90': 3.9808411598205566}, {'batch_size': 6, 'throughput': 1.4911288114659722, 'latency_mean': 3.993527932167053, 'latency_p50': 3.9904178380966187, 'latency_p90': 4.5045661449432375}, {'batch_size': 8, 'throughput': 1.569668787122149, 'latency_mean': 5.059351369142532, 'latency_p50': 5.057339310646057, 'latency_p90': 5.70709490776062}, {'batch_size': 10, 'throughput': 1.6227547677288934, 'latency_mean': 6.116320497989655, 'latency_p50': 6.110349416732788, 'latency_p90': 6.918183040618897}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v8_v2

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V8

model_size: 13B

ranking_group: single

throughput_3p7s: 1.45

us_pacific_date: 2024-11-24

win_ratio: 0.5048246969540882

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-v8-v2-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer to finish
Failed to get response for submission blend_lepur_2024-11-18: ('http://chaiml-llama-8b-pairwis-8189-v27-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:40292->127.0.0.1:8080: read: connection reset by peer\n')
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: Downloaded to shared memory in 33.041s
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpoj84gy_q, device:0
cloudyu-chaiml-nemo-dpo-v8-v2-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-v8-v2-mkmlizer: quantized model in 35.988s
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V8 in 69.029s
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v8-v2
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v8-v2/config.json
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v8-v2/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v8-v2/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v8-v2/tokenizer.json
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cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v8-v2/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer completed after 93.81s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v8-v2-mkmlizer
Pipeline stage MKMLizer completed in 94.30s
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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 cloudyu-chaiml-nemo-dpo-v8-v2
Waiting for inference service cloudyu-chaiml-nemo-dpo-v8-v2 to be ready
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Inference service cloudyu-chaiml-nemo-dpo-v8-v2 ready after 120.45595216751099s
Pipeline stage MKMLDeployer completed in 120.97s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.418166160583496s
Received healthy response to inference request in 1.860138177871704s
Received healthy response to inference request in 1.7218291759490967s
Received healthy response to inference request in 1.801572561264038s
Received healthy response to inference request in 1.8853750228881836s
5 requests
0 failed requests
5th percentile: 1.7377778530120849
10th percentile: 1.7537265300750733
20th percentile: 1.78562388420105
30th percentile: 1.8132856845855714
40th percentile: 1.8367119312286377
50th percentile: 1.860138177871704
60th percentile: 1.870232915878296
70th percentile: 1.8803276538848877
80th percentile: 1.9919332504272462
90th percentile: 2.2050497055053713
95th percentile: 2.3116079330444337
99th percentile: 2.3968545150756837
mean time: 1.9374162197113036
Pipeline stage StressChecker completed in 11.02s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.34s
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cloudyu-chaiml-nemo-dpo-v8_v2 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2992.27s
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cloudyu-chaiml-nemo-dpo-v8_v2 status is now inactive due to auto deactivation removed underperforming models