cloudyu-chaiml-nemo-dpo-v6

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v6_v5

model_name: cloudyu-chaiml-nemo-dpo-v6_v4

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T16:27:00+00:00

num_battles: 17818

num_wins: 8815

celo_rating: 1257.83

family_friendly_score: 0.556

family_friendly_standard_error: 0.007026578114559035

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V6

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6157320373488196, 'latency_mean': 1.624019786119461, 'latency_p50': 1.622119665145874, 'latency_p90': 1.7952423334121703}, {'batch_size': 3, 'throughput': 1.1335843352367112, 'latency_mean': 2.6369488978385927, 'latency_p50': 2.6170284748077393, 'latency_p90': 2.9039514541625975}, {'batch_size': 5, 'throughput': 1.3590696282788528, 'latency_mean': 3.6613344502449037, 'latency_p50': 3.693642735481262, 'latency_p90': 4.041724610328674}, {'batch_size': 6, 'throughput': 1.4304766997581055, 'latency_mean': 4.171469053030014, 'latency_p50': 4.174261808395386, 'latency_p90': 4.637493443489075}, {'batch_size': 8, 'throughput': 1.4963892868768556, 'latency_mean': 5.315785275697708, 'latency_p50': 5.339395761489868, 'latency_p90': 6.001756739616394}, {'batch_size': 10, 'throughput': 1.5473811974297795, 'latency_mean': 6.424059543609619, 'latency_p50': 6.370091915130615, 'latency_p90': 7.250290966033935}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v6_v4

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V6

model_size: 13B

ranking_group: single

throughput_3p7s: 1.37

us_pacific_date: 2024-11-24

win_ratio: 0.4947244359636323

generation_params: {'temperature': 1.05, '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-v6-v5-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer to finish
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cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: Downloaded to shared memory in 48.799s
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp60mimah8, device:0
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: quantized model in 36.446s
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V6 in 85.245s
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v5
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v5/config.json
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v5/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v5/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v5/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer completed after 114.48s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v6-v5-mkmlizer
Pipeline stage MKMLizer completed in 114.98s
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Creating inference service cloudyu-chaiml-nemo-dpo-v6-v5
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Failed to get response for submission blend_mokul_2024-11-14: ('http://zonemercy-lexical-viral-1979-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:36686->127.0.0.1:8080: read: connection reset by peer\n')
Inference service cloudyu-chaiml-nemo-dpo-v6-v5 ready after 120.495938539505s
Pipeline stage MKMLDeployer completed in 121.02s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.336270332336426s
Received healthy response to inference request in 2.0708014965057373s
Received healthy response to inference request in 1.8351242542266846s
Received healthy response to inference request in 1.855180025100708s
Received healthy response to inference request in 1.7143769264221191s
5 requests
0 failed requests
5th percentile: 1.7385263919830323
10th percentile: 1.7626758575439454
20th percentile: 1.8109747886657714
30th percentile: 1.8391354084014893
40th percentile: 1.8471577167510986
50th percentile: 1.855180025100708
60th percentile: 1.9414286136627197
70th percentile: 2.0276772022247314
80th percentile: 2.123895263671875
90th percentile: 2.23008279800415
95th percentile: 2.283176565170288
99th percentile: 2.3256515789031984
mean time: 1.962350606918335
Pipeline stage StressChecker completed in 11.08s
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cloudyu-chaiml-nemo-dpo-v6_v5 status is now inactive due to auto deactivation removed underperforming models