Update open models list

open-llm.csv

@@ -9,8 +9,8 @@ pretrained,macadeliccc/SOLAR-math-2x10.7b,bfloat16,73.37,0.0,19.19,apache-2.0,mi
 pretrained,cloudyu/Mixtral_7Bx6_MoE_35B,bfloat16,73.32,0.0,35.43,?,
 pretrained,macadeliccc/Orca-SOLAR-4x10.7b,bfloat16,73.17,0.0,36.1,apache-2.0,mixtral
 pretrained,AbacusResearch/RasGulla1-7b,bfloat16,73.0,0.0,7.24,mit,mistral
-pretrained,Qwen/Qwen1.5-72B,bfloat16,72.91,43.0,72.29,other,qwen2
 pretrained,Qwen/Qwen2-beta-72B,bfloat16,72.91,0.0,72.29,other,qwen2
+pretrained,Qwen/Qwen1.5-72B,bfloat16,72.91,43.0,72.29,other,qwen2
 pretrained,macadeliccc/piccolo-8x7b,bfloat16,72.8,1.0,46.7,cc-by-4.0,mixtral
 pretrained,rishiraj/CatPPT-base,float16,72.25,41.0,7.24,apache-2.0,mistral
 pretrained,Abhinav7/NeuralPipe-7B-slerp,bfloat16,71.08,3.0,7.24,apache-2.0,
@@ -24,18 +24,18 @@ pretrained,deepseek-ai/deepseek-llm-67b-base,bfloat16,69.38,100.0,67.0,other,lla
 pretrained,freecs/ThetaWave-7B,bfloat16,69.35,0.0,7.24,?,
 pretrained,liminerity/Blurstral-7b-slerp,bfloat16,69.08,1.0,7.24,apache-2.0,mistral
 pretrained,cloudyu/Mixtral_7Bx4_MOE_24B,float16,68.85,9.0,24.15,cc-by-nc-4.0,mixtral
-pretrained,mistralai/Mixtral-8x7B-v0.1,bfloat16,68.42,1454.0,46.7,apache-2.0,mixtral
-pretrained,meta-llama/Llama-2-70b-hf,float16,67.87,784.0,68.98,,llama
-pretrained,tiiuae/falcon-180B,8bit,67.85,1067.0,179.52,unknown,falcon
+pretrained,mistralai/Mixtral-8x7B-v0.1,bfloat16,68.42,1457.0,46.7,apache-2.0,mixtral
+pretrained,meta-llama/Llama-2-70b-hf,float16,67.87,785.0,68.98,,llama
+pretrained,tiiuae/falcon-180B,8bit,67.85,1068.0,179.52,unknown,falcon
 pretrained,ldahee/SLAL-0.1,bfloat16,67.83,0.0,26.1,apache-2.0,
 pretrained,liminerity/Blur-7b-v1.2,bfloat16,67.74,1.0,7.24,apache-2.0,mistral
 pretrained,freecs/ThetaWave-7B-v0.2,float16,67.38,0.0,7.24,apache-2.0,
 pretrained,macadeliccc/laser-dolphin-mixtral-2x7b-dpo,bfloat16,67.16,46.0,12.88,apache-2.0,mixtral
 pretrained,macadeliccc/polyglot-math-4x7b,float16,66.84,0.0,24.15,apache-2.0,mixtral
 pretrained,Qwen/Qwen2-beta-14B,bfloat16,66.7,0.0,14.17,other,qwen2
-pretrained,Qwen/Qwen1.5-14B,bfloat16,66.7,22.0,14.17,other,qwen2
+pretrained,Qwen/Qwen1.5-14B,bfloat16,66.7,24.0,14.17,other,qwen2
 pretrained,HIT-SCIR/Chinese-Mixtral-8x7B,bfloat16,66.69,42.0,46.91,apache-2.0,mixtral
-pretrained,upstage/SOLAR-10.7B-v1.0,float16,66.04,214.0,10.73,apache-2.0,llama
+pretrained,upstage/SOLAR-10.7B-v1.0,float16,66.04,215.0,10.73,apache-2.0,llama
 pretrained,liminerity/Blured-Ties-7B,bfloat16,65.92,0.0,7.24,apache-2.0,mistral
 pretrained,Qwen/Qwen-14B,float16,65.86,195.0,14.17,,qwen
 pretrained,Replete-AI/Mistral-Evolved-11b-v0.1,float16,65.8,28.0,11.17,apache-2.0,mistral
@@ -43,7 +43,7 @@ pretrained,AIGeekLabs/radiantloom-mixtral-8x7b-fusion,float16,65.24,0.0,46.7,?,m
 pretrained,KnutJaegersberg/internlm-20b-llama,float16,65.09,0.0,20.0,other,llama
 pretrained,yanolja/KoSOLAR-10.7B-v0.3,bfloat16,64.76,0.0,10.8,apache-2.0,llama
 pretrained,yanolja/KoSOLAR-10.7B-v0.2,bfloat16,64.2,27.0,10.7,apache-2.0,llama
-pretrained,google/gemma-7b,bfloat16,63.75,2658.0,8.54,other,gemma
+pretrained,google/gemma-7b,bfloat16,63.75,2667.0,8.54,other,gemma
 pretrained,TigerResearch/tigerbot-70b-base,float16,63.71,0.0,68.95,?,llama
 pretrained,KnutJaegersberg/Qwen-14B-Llamafied,float16,63.09,5.0,14.0,other,llama
 pretrained,tourist800/Marcoro14-7B-slerp,float16,63.08,0.0,7.24,apache-2.0,mistral
@@ -55,42 +55,42 @@ pretrained,IDEA-CCNL/Ziya2-13B-Base,float16,62.04,13.0,13.0,apache-2.0,llama
 pretrained,Qwen/Qwen1.5-7B,bfloat16,61.76,20.0,7.72,other,qwen2
 pretrained,amu/spin-phi2,float16,61.68,7.0,2.78,apache-2.0,phi
 pretrained,Deci/DeciLM-7B,float16,61.55,214.0,7.04,apache-2.0,deci
-pretrained,microsoft/phi-2,float16,61.33,2995.0,2.78,mit,phi
+pretrained,microsoft/phi-2,float16,61.33,3000.0,2.78,mit,phi
 pretrained,huggingface/llama-65b,float16,61.19,0.0,65.29,other,llama
 pretrained,TencentARC/Mistral_Pro_8B_v0.1,float16,61.06,62.0,8.99,apache-2.0,mistral
 pretrained,gmonsoon/Delta-4B-Base,bfloat16,61.04,0.0,4.67,apache-2.0,phi
-pretrained,mistralai/Mistral-7B-v0.1,float16,60.97,3035.0,7.24,apache-2.0,mistral
+pretrained,mistralai/Mistral-7B-v0.1,float16,60.97,3040.0,7.24,apache-2.0,mistral
 pretrained,andysalerno/mistral-sft-v3,bfloat16,60.93,3.0,7.24,apache-2.0,mistral
 pretrained,awnr/Mistral-7B-v0.1-half-naive-A,float16,60.79,0.0,7.24,apache-2.0,mistral
 pretrained,duoqi/Nanbeige-16B-Base-Llama,bfloat16,60.7,3.0,15.83,apache-2.0,llama
-pretrained,unsloth/mistral-7b-v0.2,bfloat16,60.34,14.0,7.24,apache-2.0,mistral
+pretrained,unsloth/mistral-7b-v0.2,bfloat16,60.34,15.0,7.24,apache-2.0,mistral
 pretrained,codellama/CodeLlama-70b-Instruct-hf,bfloat16,59.98,188.0,68.98,llama2,llama
 pretrained,internlm/internlm-20b,float16,59.55,72.0,20.0,apache-2.0,internlm
-pretrained,Qwen/Qwen-7B,float16,59.19,336.0,7.72,other,qwen
+pretrained,Qwen/Qwen-7B,float16,59.19,337.0,7.72,other,qwen
 pretrained,codellama/CodeLlama-70b-hf,bfloat16,58.93,289.0,68.98,llama2,llama
 pretrained,hfl/chinese-mixtral,float16,58.57,3.0,46.7,apache-2.0,mixtral
 pretrained,ZySec-AI/ZySec-7B,float16,58.41,24.0,7.24,apache-2.0,mistral
 pretrained,Cartinoe5930/iDUS-8layers,float16,58.38,0.0,10.73,?,llama
 pretrained,Cartinoe5930/SOLAR-DUS-implement,float16,58.1,0.0,10.73,apache-2.0,llama
-pretrained,tiiuae/falcon-40b,float16,58.07,2392.0,40.0,apache-2.0,falcon
-pretrained,scb10x/typhoon-7b,float16,58.05,70.0,7.0,apache-2.0,mistral
+pretrained,tiiuae/falcon-40b,float16,58.07,2394.0,40.0,apache-2.0,falcon
+pretrained,scb10x/typhoon-7b,float16,58.05,71.0,7.0,apache-2.0,mistral
 pretrained,codellama/CodeLlama-70b-Python-hf,bfloat16,58.0,101.0,68.98,llama2,llama
 pretrained,gordicaleksa/YugoGPT,bfloat16,57.35,23.0,7.24,apache-2.0,mistral
-pretrained,Qwen/Qwen1.5-4B,bfloat16,57.05,17.0,3.95,other,qwen2
+pretrained,Qwen/Qwen1.5-4B,bfloat16,57.05,19.0,3.95,other,qwen2
 pretrained,huggingface/llama-30b,float16,56.94,0.0,32.53,other,llama
-pretrained,hon9kon9ize/CantoneseLLM-6B-preview202402,bfloat16,56.93,6.0,6.06,other,llama
+pretrained,hon9kon9ize/CantoneseLLM-6B-preview202402,bfloat16,56.93,7.0,6.06,other,llama
 pretrained,01-ai/Yi-6B-200K,float16,56.69,165.0,6.06,other,llama
-pretrained,Qwen/Qwen1.5-MoE-A2.7B,float16,56.03,70.0,14.32,other,
+pretrained,Qwen/Qwen1.5-MoE-A2.7B,float16,56.03,85.0,14.32,other,
 pretrained,yanolja/EEVE-Korean-2.8B-v1.0,bfloat16,55.9,4.0,2.82,apache-2.0,phi
-pretrained,meta-llama/Llama-2-13b-hf,float16,55.69,522.0,13.02,,llama
+pretrained,meta-llama/Llama-2-13b-hf,float16,55.69,524.0,13.02,,llama
 pretrained,Abhaykoul/HelpingAI-3B,float16,55.59,0.0,2.8,mit,
 pretrained,codellama/CodeLlama-34b-hf,float16,55.28,160.0,33.74,llama2,llama
-pretrained,Qwen/Qwen1.5-7B-Chat,bfloat16,55.13,98.0,7.72,other,qwen2
-pretrained,aihub-app/ZySec-8B-v2,float16,54.63,0.0,8.54,other,
+pretrained,Qwen/Qwen1.5-7B-Chat,bfloat16,55.13,99.0,7.72,other,qwen2
 pretrained,ZySec-AI/ZySec-7B-v2,float16,54.63,0.0,8.54,other,
+pretrained,aihub-app/ZySec-8B-v2,float16,54.63,0.0,8.54,other,
 pretrained,BAAI/Aquila2-34B,bfloat16,54.5,17.0,34.0,other,llama
 pretrained,gmonsoon/Delta-4B-notso-base,bfloat16,54.23,0.0,4.67,apache-2.0,phi
-pretrained,01-ai/Yi-6B,float16,54.08,354.0,6.06,other,llama
+pretrained,01-ai/Yi-6B,float16,54.08,356.0,6.06,other,llama
 pretrained,sail/Sailor-7B,float16,53.82,21.0,7.72,apache-2.0,qwen2
 pretrained,TheBloke/Llama-2-13B-fp16,float16,53.67,57.0,13.0,,llama
 pretrained,chargoddard/internlm2-base-7b-llama,bfloat16,53.62,1.0,7.74,other,llama
@@ -107,21 +107,21 @@ pretrained,leonarad/hope_for_7b_1.0v,float16,51.16,0.0,7.24,?,
 pretrained,chargoddard/llama-2-26b-trenchcoat-stack,float16,51.13,2.0,25.7,llama2,llama
 pretrained,deepseek-ai/deepseek-moe-16b-base,float16,51.07,68.0,16.38,other,deepseek
 pretrained,Wanfq/FuseLLM-7B,bfloat16,51.07,18.0,7.0,apache-2.0,llama
-pretrained,meta-llama/Llama-2-7b-hf,float16,50.97,1252.0,6.74,,llama
+pretrained,meta-llama/Llama-2-7b-hf,float16,50.97,1253.0,6.74,,llama
 pretrained,vishesht27/22-Neuro_Model,bfloat16,50.23,0.0,7.24,?,mistral
 pretrained,leonarad/hope_for_7b_1.1v,float16,50.19,0.0,7.24,unknown,
 pretrained,cognitivecomputations/yayi2-30b-llama,float16,48.46,22.0,30.4,other,llama
 pretrained,itsliupeng/openllama-7b-icl,bfloat16,47.93,3.0,7.0,apache-2.0,llama
-pretrained,microsoft/phi-1_5,bfloat16,47.69,1247.0,1.5,mit,phi
+pretrained,microsoft/phi-1_5,bfloat16,47.69,1249.0,1.5,mit,phi
 pretrained,golaxy/gowizardlm,float16,47.64,0.0,0.0,apache-2.0,llama
 pretrained,openlm-research/open_llama_13b,float16,47.26,452.0,13.0,apache-2.0,llama
 pretrained,mosaicml/mpt-7b-8k,float16,47.24,25.0,7.0,apache-2.0,mpt
 pretrained,itsliupeng/openllama-7b-base,bfloat16,47.09,6.0,7.0,apache-2.0,llama
-pretrained,stabilityai/stablelm-3b-4e1t,float16,46.58,303.0,2.8,cc-by-sa-4.0,stablelm
-pretrained,Qwen/Qwen1.5-1.8B,bfloat16,46.55,19.0,1.84,other,qwen2
-pretrained,google/gemma-2b,float16,46.37,606.0,2.51,other,gemma
+pretrained,stabilityai/stablelm-3b-4e1t,float16,46.58,304.0,2.8,cc-by-sa-4.0,stablelm
+pretrained,Qwen/Qwen1.5-1.8B,bfloat16,46.55,21.0,1.84,other,qwen2
+pretrained,google/gemma-2b,float16,46.37,609.0,2.51,other,gemma
 pretrained,stabilityai/stablelm-base-alpha-7b-v2,float16,46.18,47.0,6.89,cc-by-sa-4.0,stablelm_alpha
-pretrained,bigscience/bloom,float16,46.07,4498.0,176.25,bigscience-bloom-rail-1.0,bloom
+pretrained,bigscience/bloom,float16,46.07,4499.0,176.25,bigscience-bloom-rail-1.0,bloom
 pretrained,nxn1231/yi6,bfloat16,45.82,0.0,6.06,mit,llama
 pretrained,huggingface/llama-7b,float16,45.65,0.0,6.74,other,llama
 pretrained,DevaMalla/llama-base-7b,float16,45.62,0.0,6.61,?,llama
@@ -129,21 +129,21 @@ pretrained,stabilityai/stablelm-2-1_6b,bfloat16,45.25,147.0,1.64,other,stablelm
 pretrained,abhinand/gemma-2b-tamil,bfloat16,45.13,0.0,2.51,other,gemma
 pretrained,KnutJaegersberg/Qwen-1_8B-Llamafied,float16,44.75,16.0,1.84,other,llama
 pretrained,freecs/ThetaWave-14B-v0.1,float16,44.54,0.0,14.22,apache-2.0,
-pretrained,mosaicml/mpt-7b,float16,44.28,1134.0,7.0,apache-2.0,mpt
+pretrained,mosaicml/mpt-7b,float16,44.28,1135.0,7.0,apache-2.0,mpt
 pretrained,openlm-research/open_llama_7b_v2,float16,44.26,108.0,7.0,apache-2.0,llama
 pretrained,sail/Sailor-4B,float16,44.19,4.0,3.95,apache-2.0,qwen2
-pretrained,tiiuae/falcon-7b,float16,44.17,1017.0,7.0,apache-2.0,falcon
+pretrained,tiiuae/falcon-7b,float16,44.17,1018.0,7.0,apache-2.0,falcon
 pretrained,AI-Sweden-Models/gpt-sw3-40b,float16,43.42,6.0,39.93,other,gpt2
 pretrained,codellama/CodeLlama-13b-hf,float16,43.35,89.0,13.02,llama2,llama
 pretrained,qnguyen3/quan-1.8b-base,bfloat16,43.35,2.0,1.8,other,llama
-pretrained,facebook/opt-66b,float16,42.78,174.0,66.0,other,opt
+pretrained,facebook/opt-66b,float16,42.78,175.0,66.0,other,opt
 pretrained,Salesforce/codegen-16B-nl,float16,42.59,18.0,16.0,bsd-3-clause,codegen
 pretrained,openlm-research/open_llama_7b,float16,42.31,122.0,7.0,apache-2.0,llama
 pretrained,Writer/palmyra-large,float16,42.09,22.0,0.0,apache-2.0,gpt2
 pretrained,RWKV/rwkv-raven-14b,float16,42.09,55.0,14.0,,rwkv
 pretrained,facebook/opt-30b,float16,42.0,133.0,30.0,other,opt
-pretrained,EleutherAI/gpt-neox-20b,float16,41.69,485.0,20.74,apache-2.0,gpt_neox
-pretrained,togethercomputer/RedPajama-INCITE-7B-Base,float16,41.49,92.0,7.0,apache-2.0,gpt_neox
+pretrained,EleutherAI/gpt-neox-20b,float16,41.69,487.0,20.74,apache-2.0,gpt_neox
+pretrained,togethercomputer/RedPajama-INCITE-7B-Base,float16,41.49,93.0,7.0,apache-2.0,gpt_neox
 pretrained,GeneZC/MiniMA-3B,float16,41.44,21.0,3.02,apache-2.0,llama
 pretrained,NucleusAI/nucleus-22B-token-500B,float16,41.33,25.0,21.83,mit,llama
 pretrained,togethercomputer/RedPajama-INCITE-Base-7B-v0.1,float16,41.25,0.0,6.65,?,gpt_neox
@@ -164,9 +164,9 @@ pretrained,bigscience/bloom-7b1,float16,39.18,176.0,7.07,bigscience-bloom-rail-1
 pretrained,h2oai/h2o-danube-1.8b-base,bfloat16,39.12,39.0,1.83,apache-2.0,mistral
 pretrained,facebook/opt-6.7b,float16,39.08,94.0,6.7,other,opt
 pretrained,EleutherAI/pythia-12b,float16,38.82,128.0,12.0,apache-2.0,gpt_neox
-pretrained,Qwen/Qwen1.5-0.5B,bfloat16,38.62,88.0,0.62,other,qwen2
+pretrained,Qwen/Qwen1.5-0.5B,bfloat16,38.62,91.0,0.62,other,qwen2
 pretrained,matsuo-lab/weblab-10b,float16,38.59,60.0,10.0,cc-by-nc-4.0,gpt_neox
-pretrained,togethercomputer/RedPajama-INCITE-Base-3B-v1,float16,38.54,87.0,3.0,apache-2.0,gpt_neox
+pretrained,togethercomputer/RedPajama-INCITE-Base-3B-v1,float16,38.54,88.0,3.0,apache-2.0,gpt_neox
 pretrained,openlm-research/open_llama_3b,float16,38.26,140.0,3.0,apache-2.0,llama
 pretrained,aihub-app/zyte-1B,float16,38.23,0.0,1.1,?,llama
 pretrained,EleutherAI/pythia-6.7b,float16,38.06,0.0,6.65,?,gpt_neox
@@ -184,7 +184,7 @@ pretrained,EleutherAI/pythia-2.8b-deduped,float16,36.72,13.0,2.91,apache-2.0,gpt
 pretrained,sail/Sailor-1.8B,float16,36.59,6.0,1.84,apache-2.0,qwen2
 pretrained,TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T,float16,36.42,125.0,1.1,apache-2.0,llama
 pretrained,facebook/xglm-7.5B,float16,36.38,54.0,7.5,mit,xglm
-pretrained,cerebras/Cerebras-GPT-6.7B,float16,36.27,64.0,6.7,apache-2.0,gpt2
+pretrained,cerebras/Cerebras-GPT-6.7B,float16,36.27,65.0,6.7,apache-2.0,gpt2
 pretrained,EleutherAI/gpt-neo-2.7B,float16,36.2,384.0,2.72,mit,gpt_neo
 pretrained,Dampish/StellarX-4B-V0.2,float16,36.15,2.0,4.0,cc-by-nc-sa-4.0,gpt_neox
 pretrained,bigscience/bloom-3b,float16,36.07,83.0,3.0,bigscience-bloom-rail-1.0,bloom
@@ -208,7 +208,7 @@ pretrained,croissantllm/CroissantLLMBase,float16,33.99,25.0,0.0,mit,llama
 pretrained,bigcode/starcoderbase-7b,bfloat16,33.75,30.0,7.0,bigcode-openrail-m,gpt_bigcode
 pretrained,PY007/TinyLlama-1.1B-intermediate-step-240k-503b,float16,33.72,0.0,1.1,?,llama
 pretrained,EleutherAI/gpt-neo-1.3B,float16,33.58,231.0,1.37,mit,gpt_neo
-pretrained,EleutherAI/polyglot-ko-12.8b,float16,33.33,76.0,13.06,apache-2.0,gpt_neox
+pretrained,EleutherAI/polyglot-ko-12.8b,float16,33.33,77.0,13.06,apache-2.0,gpt_neox
 pretrained,cerebras/Cerebras-GPT-2.7B,float16,33.25,41.0,2.7,apache-2.0,gpt2
 pretrained,RWKV/rwkv-4-1b5-pile,float16,33.25,6.0,1.0,,rwkv
 pretrained,RaoFoundation/774M-03_09_2024,float16,33.22,0.0,0.77,mit,llama
@@ -281,8 +281,8 @@ pretrained,RWKV/rwkv-4-169m-pile,float16,28.64,7.0,0.17,,rwkv
 pretrained,pszemraj/pythia-31m-simplewiki-scratch-bf16,bfloat16,28.61,0.0,0.03,apache-2.0,gpt_neox
 pretrained,pszemraj/pythia-31m-simplepile-lite-2048-scratch-2e,bfloat16,28.6,0.0,0.03,apache-2.0,gpt_neox
 pretrained,saarvajanik/facebook-opt-6.7b-qcqa-ub-16-best-for-KV-cache,float16,28.58,0.0,6.7,mit,opt
+pretrained,openai-community/gpt2,float16,28.53,1779.0,0.14,mit,gpt2
 pretrained,gpt2,float16,28.53,0.0,0.14,mit,gpt2
-pretrained,openai-community/gpt2,float16,28.53,1776.0,0.14,mit,gpt2
 pretrained,bigcode/gpt_bigcode-santacoder,float16,28.49,23.0,1.12,openrail,gpt_bigcode
 pretrained,BEE-spoke-data/Mixtral-GQA-400m-v2,bfloat16,28.45,1.0,2.01,apache-2.0,mixtral
 pretrained,Cheng98/llama-39m,float16,28.45,0.0,0.04,llama2,llama
@@ -295,7 +295,7 @@ pretrained,roneneldan/TinyStories-33M,float16,28.41,79.0,0.03,,gpt_neo
 pretrained,SaylorTwift/gpt2_test,float16,28.4,0.0,0.14,mit,gpt2
 pretrained,xformAI/facebook-opt-125m-qcqa-ub-6-best-for-q-loss,float16,28.37,0.0,0.12,mit,opt
 pretrained,roneneldan/TinyStories-8M,float16,28.31,4.0,0.01,,gpt_neo
-pretrained,Locutusque/TinyMistral-248M-v2.5,float16,28.29,22.0,0.25,apache-2.0,mistral
+pretrained,Locutusque/TinyMistral-248M-v2.5,float16,28.29,23.0,0.25,apache-2.0,mistral
 pretrained,instructkr/ko-wand-136M,bfloat16,28.29,1.0,0.14,['apache-2.0'],mistral
 pretrained,pszemraj/pythia-31m-simplewiki-2048,bfloat16,28.27,1.0,0.03,apache-2.0,gpt_neox
 pretrained,saarvajanik/facebook-opt-6.7b-qcqa-ub-16-best-for-q-loss,float16,28.25,0.0,6.7,mit,opt