Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						758ff1bbb5 
					 
					
						
						
							
							llama : refactor model loading code ( #2620 )  
						
						 
						
						... 
						
						
						
						* llama : style formatting + remove helper methods
* llama : fix quantization using gguf tool
* llama : simplify gguf_file_saver
* llama : fix method names
* llama : simplify write_header()
* llama : no need to pass full file loader to the file saver
just gguf_ctx
* llama : gguf_file_saver write I32
* llama : refactor tensor names (#2622 )
* gguf: update tensor names searched in quantization
* gguf : define tensor names as constants
* gguf : initial write API (not tested yet)
* gguf : write to file API (not tested)
* gguf : initial write API ready + example
* gguf : fix header write
* gguf : fixes + simplify example + add ggml_nbytes_pad()
* gguf : minor
* llama : replace gguf_file_saver with new gguf write API
* gguf : streaming support when writing files
* gguf : remove oboslete write methods
* gguf : remove obosolete gguf_get_arr_xxx API
* llama : simplify gguf_file_loader
* llama : move hparams and vocab from gguf_file_loader to llama_model_loader
* llama : merge gguf-util.h in llama.cpp
* llama : reorder definitions in .cpp to match .h
* llama : minor simplifications
* llama : refactor llama_model_loader (WIP)
wip : remove ggml_ctx from llama_model_loader
wip : merge gguf_file_loader in llama_model_loader
* llama : fix shape prints
* llama : fix Windows build + fix norm_rms_eps key
* llama : throw error on missing KV paris in model meta data
* llama : improve printing + log meta data
* llama : switch print order of meta data
---------
Co-authored-by: M. Yusuf Sarıgöz <yusufsarigoz@gmail.com > 
						
						
							
						
					 
					
						2023-08-16 14:34:03 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						ea5615a03a 
					 
					
						
						
							
							convert-llama-h5-to-gguf.py : clarify the reverse permute  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-16 11:23:15 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						4a1741aa2d 
					 
					
						
						
							
							gptneox-main.cpp : add tensor data layout  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-15 19:56:19 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						2ae0e985b3 
					 
					
						
						
							
							convert-llama-7b-pth-to-gguf.py : add tensor data layout  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-15 19:55:13 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						66756c82af 
					 
					
						
						
							
							convert-llama-h5-to-gguf.py : add tensor data layout  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-15 19:54:33 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						b6056c3db8 
					 
					
						
						
							
							gguf.py : add tensor data layout  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-15 19:53:44 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						2dd5d2c92c 
					 
					
						
						
							
							convert-llama-h5-to-gguf.py : add 70b gqa support  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-15 00:43:10 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						ca4758290c 
					 
					
						
						
							
							gguf-llama.cpp :  fix n_head_kv  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 23:18:41 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						ab2cbd03ca 
					 
					
						
						
							
							convert-llama-7b-pth-to-gguf.py : add token types  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 22:10:50 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						cedb4870c6 
					 
					
						
						
							
							gguf.py : add token types  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 22:08:40 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						5d518d421f 
					 
					
						
						
							
							constants.py : add token types  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 22:07:53 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						7ec125b1dc 
					 
					
						
						
							
							convert-llama-h5-to-gguf.py : add token types  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 22:06:33 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						6c63550f63 
					 
					
						
						
							
							llama : update tokenizer style  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 22:11:57 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						7494c78428 
					 
					
						
						
							
							llama : sync gguf-llama with llama ( #2613 )  
						
						 
						
						... 
						
						
						
						* llama : sync gguf-llama with llama
* tests : fix build + warnings (test-tokenizer-1 still fails)
* tests : fix wstring_convert
* convert : fix layer names
* llama : sync gguf-llama.cpp
* convert : update HF converter to new tokenizer voodoo magics 
						
						
							
						
					 
					
						2023-08-14 21:33:33 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								goerch 
							
						 
					 
					
						
						
							
						
						afc4ca2889 
					 
					
						
						
							
							convert : update convert-new.py with tokenizer fixes ( #2614 )  
						
						 
						
						... 
						
						
						
						* Merge tokenizer fixes into the gguf branch.
* Add test vocabularies
* Adapt convert-new.py (and fix a clang-cl compiler error on windows) 
						
						
							
						
					 
					
						2023-08-14 20:20:04 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								goerch 
							
						 
					 
					
						
						
							
						
						ec1b100720 
					 
					
						
						
							
							llama : tokenizer fixes ( #2549 )  
						
						 
						
						... 
						
						
						
						* Merge tokenizer fixes into the gguf branch.
* Add test vocabularies 
						
						
							
						
					 
					
						2023-08-14 19:30:28 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						8af3a99ff1 
					 
					
						
						
							
							Merge branch 'master' into gguf  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 16:39:18 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						6f14854880 
					 
					
						
						
							
							gitignore : add gptneox-main  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 16:39:02 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Jhen-Jie Hong 
							
						 
					 
					
						
						
							
						
						d783f7982e 
					 
					
						
						
							
							metal : return null instead of exit(1) ( #2573 )  
						
						 
						
						
						
						
							
  master-d783f79
 
						
					 
					
						2023-08-14 16:37:39 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Cheng Shao 
							
						 
					 
					
						
						
							
						
						d75561df20 
					 
					
						
						
							
							server : add --numa support ( #2524 )  
						
						 
						
						
						
						
							
  master-d75561d
 
						
					 
					
						2023-08-14 16:36:42 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Kamil Tomšík 
							
						 
					 
					
						
						
							
						
						348acf188c 
					 
					
						
						
							
							llama : add missing enum keyword in function signatures ( #2610 )  
						
						 
						
						
						
						
							
  master-348acf1
 
						
					 
					
						2023-08-14 16:35:16 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						f00780b2ee 
					 
					
						
						
							
							llama : sync gguf-llama.cpp with latest llama.cpp ( #2608 )  
						
						 
						
						... 
						
						
						
						* llama : sync gguf-llama.cpp with latest llama.cpp
* minor : indentation + assert
* llama : refactor gguf_buffer and gguf_ctx_buffer
* llama : minor 
						
						
							
						
					 
					
						2023-08-14 16:28:44 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						6f64b6c0f8 
					 
					
						
						
							
							Create convert-llama-7b-pth-to-gguf.py  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 13:51:09 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						62490f1380 
					 
					
						
						
							
							gguf : use UNIX line ending  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 13:04:35 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						0c19ae70d5 
					 
					
						
						
							
							simple : minor style changes  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 12:58:12 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						5c5a95ba2d 
					 
					
						
						
							
							gguf.py : dont add empty strings  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 11:22:06 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						a7d226f871 
					 
					
						
						
							
							convert-llama-h5-to-gguf.py : fixes  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 11:14:24 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						d753dfbcc8 
					 
					
						
						
							
							gptneox-main.cpp : tensor name map changes  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 10:59:18 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						806a15749d 
					 
					
						
						
							
							Delete gguf_tensor_map.py  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 10:57:19 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						51939d7d1b 
					 
					
						
						
							
							Create gguf_namemap.py : tensor name map changes  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 10:56:59 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						5d22a9db13 
					 
					
						
						
							
							convert-gptneox-h5-to-gguf.py : tensor name map changes  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 10:55:44 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Johannes Gäßler 
							
						 
					 
					
						
						
							
						
						1cd06fa25e 
					 
					
						
						
							
							CUDA: launch_bounds, small q4_K, q5_K mmq refactor ( #2596 )  
						
						 
						
						
						
						
							
  master-1cd06fa
 
						
					 
					
						2023-08-14 10:41:22 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Jhen-Jie Hong 
							
						 
					 
					
						
						
							
						
						2feb8934eb 
					 
					
						
						
							
							server : fix default grammar by use empty string in the UI ( #2604 )  
						
						 
						
						
						
						
							
  master-2feb893
 
						
					 
					
						2023-08-14 16:20:17 +08:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Jhen-Jie Hong 
							
						 
					 
					
						
						
							
						
						5517d6e692 
					 
					
						
						
							
							server : implement json-schema-to-grammar.mjs & add grammar param in the UI ( #2588 )  
						
						 
						
						... 
						
						
						
						* server : implement json-schema-to-grammar.mjs by follow python impl
* server : add grammar support in chat.mjs
* server : implement grammer param in the UI
* server : generate .hpp
* server : remove trailing whitespaces
* server : generate .hpp
* server : fix sort of prop pairs
* server : optimize regex & iteration 
						
						
							
  master-5517d6e
 
						
					 
					
						2023-08-14 15:16:54 +08:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						56a1f32072 
					 
					
						
						
							
							Merge branch 'master' into gguf  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 10:14:05 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								M. Yusuf Sarıgöz 
							
						 
					 
					
						
						
							
						
						196b50fee7 
					 
					
						
						
							
							gguf : add todos and comments  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-14 08:50:47 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								vxiiduu 
							
						 
					 
					
						
						
							
						
						f31b539714 
					 
					
						
						
							
							Enhance Windows 7 and below compatibility. ( #2592 )  
						
						 
						
						... 
						
						
						
						* Enhance Windows 7 compatibility.
* Clean away unnecessary preprocessor conditional 
						
						
							
  master-f31b539
 
						
					 
					
						2023-08-13 20:59:16 -07:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								drbh 
							
						 
					 
					
						
						
							
						
						ee77efea2a 
					 
					
						
						
							
							test : add simple grammar parsing tests ( #2594 )  
						
						 
						
						... 
						
						
						
						* adds simple grammar parsing tests
* adds cassert header 
						
						
							
  master-ee77efe
 
						
					 
					
						2023-08-13 17:00:48 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								M. Yusuf Sarıgöz 
							
						 
					 
					
						
						
							
						
						24f48833ab 
					 
					
						
						
							
							fix conflicts  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 16:55:42 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						6beebf3fd9 
					 
					
						
						
							
							gptneox-main.cpp : add file_type key  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 14:11:01 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						2827b840e4 
					 
					
						
						
							
							convert-gptneox-h5-to-gguf.py : add file_type key  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 13:54:10 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								M. Yusuf Sarıgöz 
							
						 
					 
					
						
						
							
						
						bf2dad3100 
					 
					
						
						
							
							convert : rm quantization version  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 14:38:53 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								M. Yusuf Sarıgöz 
							
						 
					 
					
						
						
							
						
						1d60468eee 
					 
					
						
						
							
							fix conflicts  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 13:35:40 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								M. Yusuf Sarıgöz 
							
						 
					 
					
						
						
							
						
						91d4bfd536 
					 
					
						
						
							
							convert : write more metadata for LLaMA  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 13:29:46 +03:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						17800cd80f 
					 
					
						
						
							
							convert-llama-h5-to-gguf.py : load model in parts to save memory  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 12:20:02 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						e3d1f07eb1 
					 
					
						
						
							
							convert-gptneox-h5-to-gguf.py : load model in parts to save memory  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 12:18:34 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						9bf5a7efcb 
					 
					
						
						
							
							Update gguf_tensor_map.py  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 01:27:38 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Johannes Gäßler 
							
						 
					 
					
						
						
							
						
						f64d44a9b9 
					 
					
						
						
							
							CUDA: Fixed OpenLLaMA 3b mmq, reduced compile time ( #2590 )  
						
						 
						
						
						
						
							
  master-f64d44a
 
						
					 
					
						2023-08-13 00:24:45 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						c7bd8c147c 
					 
					
						
						
							
							gptneox-main.cpp : n_layer --> n_block  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 00:03:32 +02:00  
					
					
						 
						
						
							
							
							
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								klosax 
							
						 
					 
					
						
						
							
						
						e91a2224e4 
					 
					
						
						
							
							convert-llama-h5-to-gguf.py : n_layer --> n_block  
						
						 
						
						
						
						
							
						
					 
					
						2023-08-13 00:02:44 +02:00