submission_id: chaiml-lexical-nemo-v4-1k1e5_v6
developer_uid: chai_backend_admin
best_of: 8
celo_rating: 1252.78
display_name: chaiml-lexical-nemo-v4-1k1e5_v6
family_friendly_score: 0.0
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}
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: True
language_model: ChaiML/Lexical-Nemo-v4-1k1e5
latencies: [{'batch_size': 1, 'throughput': 0.606567376219472, 'latency_mean': 1.6485195684432983, 'latency_p50': 1.655297875404358, 'latency_p90': 1.813048791885376}, {'batch_size': 3, 'throughput': 1.070664525160972, 'latency_mean': 2.800287810564041, 'latency_p50': 2.807565212249756, 'latency_p90': 3.042432165145874}, {'batch_size': 5, 'throughput': 1.2169367008902743, 'latency_mean': 4.089326069355011, 'latency_p50': 4.107648849487305, 'latency_p90': 4.540732955932617}, {'batch_size': 6, 'throughput': 1.2523458003975616, 'latency_mean': 4.7637717354297635, 'latency_p50': 4.773214221000671, 'latency_p90': 5.402345848083496}, {'batch_size': 8, 'throughput': 1.2358361789757917, 'latency_mean': 6.448144631385803, 'latency_p50': 6.47169291973114, 'latency_p90': 7.240998983383179}, {'batch_size': 10, 'throughput': 1.1886017134928646, 'latency_mean': 8.368914403915404, 'latency_p50': 8.372932195663452, 'latency_p90': 9.382874369621277}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: ChaiML/Lexical-Nemo-v4-1
model_name: chaiml-lexical-nemo-v4-1k1e5_v6
model_num_parameters: 12772070400.0
model_repo: ChaiML/Lexical-Nemo-v4-1k1e5
model_size: 13B
num_battles: 12526
num_wins: 6308
ranking_group: single
status: torndown
submission_type: basic
throughput_3p7s: 1.19
timestamp: 2024-09-13T23:05:23+00:00
us_pacific_date: 2024-09-13
win_ratio: 0.5035925275427111
Resubmit model
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run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer
Waiting for job on chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer to finish
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ _____ __ __ ║
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chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ /___/ ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ Version: 0.10.1 ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ https://mk1.ai ║
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chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ Chai Research Corp. ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
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chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Downloaded to shared memory in 77.417s
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2_gm_ttn, device:0
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: quantized model in 41.112s
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Processed model ChaiML/Lexical-Nemo-v4-1k1e5 in 118.529s
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/config.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/special_tokens_map.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/tokenizer_config.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/tokenizer.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/flywheel_model.0.safetensors
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Job chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer completed after 146.86s with status: succeeded
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5th percentile: 2.331614065170288
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-lexical-nemo-5db7656889d0a345e389ad08b8c5bc8e-deplo7zgm2:/code/chaiverse_profiler_1726269279 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-lexical-nemo-5db7656889d0a345e389ad08b8c5bc8e-deplo7zgm2 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726269279 && python profiles.py profile --best_of_n 8 --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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726269279/summary.json'
kubectl exec -it chaiml-lexical-nemo-5db7656889d0a345e389ad08b8c5bc8e-deplo7zgm2 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726269279/summary.json'
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