chaiml-mistral-nemo-dpo-_8107

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_8107_v1

model_name: chaiml-mistral-nemo-dpo-_8107_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-20T16:45:03+00:00

num_battles: 11123

num_wins: 5091

celo_rating: 1232.16

family_friendly_score: 0.603

family_friendly_standard_error: 0.006919407489084596

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-759

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6296672820192389, 'latency_mean': 1.5880694460868836, 'latency_p50': 1.5954906940460205, 'latency_p90': 1.7495142459869384}, {'batch_size': 3, 'throughput': 1.2417662877134692, 'latency_mean': 2.410221083164215, 'latency_p50': 2.382052779197693, 'latency_p90': 2.6415680408477784}, {'batch_size': 5, 'throughput': 1.5629844699215594, 'latency_mean': 3.1853174805641173, 'latency_p50': 3.1950342655181885, 'latency_p90': 3.5759846925735475}, {'batch_size': 6, 'throughput': 1.6802551929557608, 'latency_mean': 3.555592634677887, 'latency_p50': 3.4998873472213745, 'latency_p90': 4.081797814369201}, {'batch_size': 8, 'throughput': 1.8215440277190245, 'latency_mean': 4.366002939939499, 'latency_p50': 4.411439776420593, 'latency_p90': 4.814622259140014}, {'batch_size': 10, 'throughput': 1.9046579577718121, 'latency_mean': 5.22381353020668, 'latency_p50': 5.218076109886169, 'latency_p90': 5.85839478969574}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_8107_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-759

model_size: 13B

ranking_group: single

throughput_3p7s: 1.72

us_pacific_date: 2024-12-20

win_ratio: 0.4577002607210285

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 chaiml-mistral-nemo-dpo-8107-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-8107-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: Downloaded to shared memory in 48.006s
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpkaenwwfl, device:0
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: quantized model in 36.459s
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-759 in 84.465s
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8107-v1
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8107-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8107-v1/config.json
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8107-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8107-v1/tokenizer.json
chaiml-mistral-nemo-dpo-8107-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8107-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-8107-v1-mkmlizer completed after 114.76s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-8107-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.25s
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Inference service chaiml-mistral-nemo-dpo-8107-v1 ready after 381.5216245651245s
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mean time: 1.2002915859222412
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