rica40325-lora32-third-step

developer_uid: rica40325

submission_id: rica40325-lora32-third-step_v4

model_name: rica40325-lora32-third-step_v2

model_group: rica40325/lora32_third_s

status: torndown

timestamp: 2024-08-31T10:32:04+00:00

num_battles: 10246

num_wins: 5471

celo_rating: 1260.55

family_friendly_score: 0.0

submission_type: basic

model_repo: rica40325/lora32_third_step

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.916293864151681, 'latency_mean': 1.09129270195961, 'latency_p50': 1.0787122249603271, 'latency_p90': 1.229987382888794}, {'batch_size': 4, 'throughput': 1.752723396425103, 'latency_mean': 2.271913368701935, 'latency_p50': 2.264933466911316, 'latency_p90': 2.571057367324829}, {'batch_size': 5, 'throughput': 1.8515589769155583, 'latency_mean': 2.682383728027344, 'latency_p50': 2.663703680038452, 'latency_p90': 3.038500046730041}, {'batch_size': 8, 'throughput': 1.9440599428617582, 'latency_mean': 4.088932136297226, 'latency_p50': 4.119110703468323, 'latency_p90': 4.641162610054016}, {'batch_size': 10, 'throughput': 1.9986349464515685, 'latency_mean': 4.947938182353973, 'latency_p50': 4.908643126487732, 'latency_p90': 5.692831516265869}, {'batch_size': 12, 'throughput': 1.9919807499320459, 'latency_mean': 5.9406349003314975, 'latency_p50': 5.93007230758667, 'latency_p90': 7.090457344055175}, {'batch_size': 15, 'throughput': 2.0013185605311805, 'latency_mean': 7.340696872472763, 'latency_p50': 7.390771389007568, 'latency_p90': 8.175047373771667}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rica40325-lora32-third-step_v2

is_internal_developer: False

language_model: rica40325/lora32_third_step

model_size: 8B

ranking_group: single

throughput_3p7s: 1.94

us_pacific_date: 2024-08-31

win_ratio: 0.5339644739410502

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': 512, 'best_of': 16, '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

run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name rica40325-lora32-third-step-v4-mkmlizer
Waiting for job on rica40325-lora32-third-step-v4-mkmlizer to finish
rica40325-lora32-third-step-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-lora32-third-step-v4-mkmlizer: ║     _____            __           __                                ║
rica40325-lora32-third-step-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-lora32-third-step-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-lora32-third-step-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-lora32-third-step-v4-mkmlizer: ║       /___/                                                         ║
rica40325-lora32-third-step-v4-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v4-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-lora32-third-step-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-lora32-third-step-v4-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-lora32-third-step-v4-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-lora32-third-step-v4-mkmlizer: ║  belonging to:                                                      ║
rica40325-lora32-third-step-v4-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v4-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-lora32-third-step-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-lora32-third-step-v4-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-lora32-third-step-v4-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rica40325-lora32-third-step-v4-mkmlizer: Downloaded to shared memory in 23.531s
rica40325-lora32-third-step-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpo8l26vl7, device:0
rica40325-lora32-third-step-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-lora32-third-step-v4-mkmlizer: quantized model in 25.790s
rica40325-lora32-third-step-v4-mkmlizer: Processed model rica40325/lora32_third_step in 49.322s
rica40325-lora32-third-step-v4-mkmlizer: creating bucket guanaco-mkml-models
rica40325-lora32-third-step-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-lora32-third-step-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-lora32-third-step-v4
rica40325-lora32-third-step-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v4/config.json
rica40325-lora32-third-step-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v4/special_tokens_map.json
rica40325-lora32-third-step-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v4/tokenizer_config.json
rica40325-lora32-third-step-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v4/tokenizer.json
rica40325-lora32-third-step-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-lora32-third-step-v4/flywheel_model.0.safetensors
rica40325-lora32-third-step-v4-mkmlizer: 
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Job rica40325-lora32-third-step-v4-mkmlizer completed after 65.74s with status: succeeded
Stopping job with name rica40325-lora32-third-step-v4-mkmlizer
Pipeline stage MKMLizer completed in 66.73s
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Creating inference service rica40325-lora32-third-step-v4
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Failed to get response for submission blend_lobuf_2024-08-22: ('http://chaiml-llama-8b-pairwis-8189-v19-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"ValueError : [TypeError(\\"\'numpy.int64\' object is not iterable\\"), TypeError(\'vars() argument must have __dict__ attribute\')]"}')
Inference service rica40325-lora32-third-step-v4 ready after 261.4205503463745s
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Received healthy response to inference request in 2.520103931427002s
Received healthy response to inference request in 1.6391546726226807s
Received healthy response to inference request in 1.4892735481262207s
Received healthy response to inference request in 1.4222381114959717s
Received healthy response to inference request in 1.5793571472167969s
5 requests
0 failed requests
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mean time: 1.7300254821777343
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-lora32-thi01ab30d442342f0578e1ac19b5157733-deplowm7mt:/code/chaiverse_profiler_1725502254 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-lora32-thi01ab30d442342f0578e1ac19b5157733-deplowm7mt --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1725502254 && python profiles.py profile --best_of_n 16 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 64 --summary /code/chaiverse_profiler_1725502254/summary.json'
kubectl exec -it rica40325-lora32-thi01ab30d442342f0578e1ac19b5157733-deplowm7mt --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1725502254/summary.json'
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