Stephan Walter 
							
						 
					 
					
						
						
							
						
						99c5b27654 
					 
					
						
						
							
							ggml : refactor quantized processing functions ( #509 )  
						
						... 
						
						
						
						* Refactor quantized processing functions
* ggml : minor
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com > 
						
						
							
 
						
					 
					
						2023-03-28 20:13:01 +03:00 
						 
				 
			
				
					
						
							
							
								DooWoong Lee (David) 
							
						 
					 
					
						
						
							
						
						692ce3164e 
					 
					
						
						
							
							py : removed unused model variable and verified that the code functions correctly with vocab_only setting. Also confirmed that the code works as expected after running with reduced memory usage due to deletion of no-longer-needed variable. ( #547 )  
						
						
						
						
							
						
					 
					
						2023-03-28 20:02:34 +03:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						96f9c0506f 
					 
					
						
						
							
							ci : make ctest verbose, hopefully we see what is wrong with the sanitizer  
						
						
						
						
							
 
						
					 
					
						2023-03-28 20:01:09 +03:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						d502bc7c9d 
					 
					
						
						
							
							tests : free llama context at the end of the test  
						
						
						
						
							
 
						
					 
					
						2023-03-28 19:51:55 +03:00 
						 
				 
			
				
					
						
							
							
								Stephan Walter 
							
						 
					 
					
						
						
							
						
						436e561931 
					 
					
						
						
							
							all : be more strict about converting float to double ( #458 )  
						
						... 
						
						
						
						* Be more strict about converting float to double
* Test equivalence of round, SILU implementations
Test module is commented out in CMakeLists.txt because the tests may
take a long time, depending on how much the compiler optimizes.
* Fix softmax in perplexity.cpp
* all : prefer float over double where appropriate
* perplexity : add <cmath>
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com > 
						
						
							
 
						
					 
					
						2023-03-28 19:48:20 +03:00 
						 
				 
			
				
					
						
							
							
								Jed Fox 
							
						 
					 
					
						
						
							
						
						20e1e84884 
					 
					
						
						
							
							deploy : add a Package.swift for SwiftPM support ( #393 )  
						
						... 
						
						
						
						* Add a Package.swift for SwiftPM support
* Swap from exclusions to allowlist 
						
						
							
 
						
					 
					
						2023-03-28 19:39:01 +03:00 
						 
				 
			
				
					
						
							
							
								Stephan Walter 
							
						 
					 
					
						
						
							
						
						c1f885067c 
					 
					
						
						
							
							ggml : introduce structs for the q4 data blocks ( #356 )  
						
						... 
						
						
						
						* Introduce structs for the q4 data blocks
* ggml : rename quant struct variables + fix ARM_NEON
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com > 
						
						
							
 
						
					 
					
						2023-03-28 18:56:03 +03:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						e0670260fb 
					 
					
						
						
							
							gitignore : add "embedding"  
						
						
						
						
							
						
					 
					
						2023-03-28 18:34:35 +03:00 
						 
				 
			
				
					
						
							
							
								dotpy314 
							
						 
					 
					
						
						
							
						
						28ba975aea 
					 
					
						
						
							
							Check the existence of f16_model_path_base in quantize.py ( #574 )  
						
						... 
						
						
						
						Co-authored-by: Jincheng Miao <jincheng.miao@gmail.com > 
						
						
							
						
					 
					
						2023-03-28 18:06:28 +03:00 
						 
				 
			
				
					
						
							
							
								slaren 
							
						 
					 
					
						
						
							
						
						a6bdc47cba 
					 
					
						
						
							
							Fix usage of F16C intrinsics in AVX code ( #563 )  
						
						... 
						
						
						
						* Fix usage of F16C intrinsics in AVX code when F16C is not defined 
						
						
							
 
						
					 
					
						2023-03-28 17:26:55 +03:00 
						 
				 
			
				
					
						
							
							
								anzz1 
							
						 
					 
					
						
						
							
						
						7b8dbcb78b 
					 
					
						
						
							
							main.cpp fixes, refactoring ( #571 )  
						
						... 
						
						
						
						- main: entering empty line passes back control without new input in interactive/instruct modes
- instruct mode: keep prompt fix
- instruct mode: duplicate instruct prompt fix
- refactor: move common console code from main->common 
						
						
							
 
						
					 
					
						2023-03-28 17:09:55 +03:00 
						 
				 
			
				
					
						
							
							
								RJ Adriaansen 
							
						 
					 
					
						
						
							
						
						4b8efff0e3 
					 
					
						
						
							
							Add embedding example to Makefile ( #540 )  
						
						
						
						
							
 
						
					 
					
						2023-03-28 09:11:09 +03:00 
						 
				 
			
				
					
						
							
							
								Marco Matthies 
							
						 
					 
					
						
						
							
						
						7e5395575a 
					 
					
						
						
							
							Fix missing ggml link in cmake for examples/* on w64-mingw32 ( #542 )  
						
						
						
						
							
						
					 
					
						2023-03-27 07:55:26 +03:00 
						 
				 
			
				
					
						
							
							
								Erik Scholz 
							
						 
					 
					
						
						
							
						
						34c1072e49 
					 
					
						
						
							
							ci: add debug build to sanitizer build matrix ( #527 )  
						
						
						
						
							
 
						
					 
					
						2023-03-26 15:48:40 +00:00 
						 
				 
			
				
					
						
							
							
								Stephan Walter 
							
						 
					 
					
						
						
							
						
						939ad2d3a5 
					 
					
						
						
							
							Fix undefined variables in debug build, remove unused variables ( #531 )  
						
						
						
						
							
 
						
					 
					
						2023-03-26 15:34:02 +00:00 
						 
				 
			
				
					
						
							
							
								Juan Calderon-Perez 
							
						 
					 
					
						
						
							
						
						8c2ec5e21d 
					 
					
						
						
							
							Add support for linux/arm64 platform during Docker Builds ( #514 )  
						
						... 
						
						
						
						* Add support for linux/arm64 platform
* Add platform to versioned builds 
						
						
							
 
						
					 
					
						2023-03-26 14:48:42 +00:00 
						 
				 
			
				
					
						
							
							
								Stephan Walter 
							
						 
					 
					
						
						
							
						
						b391579db9 
					 
					
						
						
							
							Update README and comments for standalone perplexity tool ( #525 )  
						
						
						
						
							
 
						
					 
					
						2023-03-26 16:14:01 +03:00 
						 
				 
			
				
					
						
							
							
								anzz1 
							
						 
					 
					
						
						
							
						
						7a87d31f4f 
					 
					
						
						
							
							[main] fix infinite generation (-n == -1) ( #523 )  
						
						
						
						
							
 
						
					 
					
						2023-03-26 16:06:10 +03:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						348d6926ee 
					 
					
						
						
							
							Add logo to README.md  
						
						
						
						
							
						
					 
					
						2023-03-26 10:20:49 +03:00 
						 
				 
			
				
					
						
							
							
								Harald Fernengel 
							
						 
					 
					
						
						
							
						
						33e35b8fe8 
					 
					
						
						
							
							Exit from interactive mode if input stream is bad ( #491 )  
						
						... 
						
						
						
						Allow exiting the interactive prompt also with CTRL-D on Unix and CTRL-Z
on Windows. 
						
						
							
 
						
					 
					
						2023-03-26 08:25:46 +03:00 
						 
				 
			
				
					
						
							
							
								anzz1 
							
						 
					 
					
						
						
							
						
						19726169b3 
					 
					
						
						
							
							CI: Run other sanitizer builds even if one fails ( #511 )  
						
						... 
						
						
						
						applies only to sanitizer builds so they wont be cancelled 
						
						
							
 
						
					 
					
						2023-03-26 00:13:28 +02:00 
						 
				 
			
				
					
						
							
							
								jp-x-g 
							
						 
					 
					
						
						
							
						
						f732695cd5 
					 
					
						
						
							
							Clarify console output in convert-pth-to-ggml.py ( #512 )  
						
						... 
						
						
						
						"Processing part 1 of 3" instead of "Processing part 0" 
						
						
							
						
					 
					
						2023-03-25 23:53:55 +02:00 
						 
				 
			
				
					
						
							
							
								anzz1 
							
						 
					 
					
						
						
							
						
						2f7bf7dd7c 
					 
					
						
						
							
							CMake / CI additions ( #497 )  
						
						... 
						
						
						
						* CMake: Add AVX512 option
* CI: Add AVX/AVX512 builds (Windows)
(AVX512 tests can only be run when the worker happens to support it, building works anyway)
* CMake: Fix sanitizer linkage ( merged #468  )
* CI: Add sanitizer builds (Ubuntu)
* CI: Fix release tagging
(change @zendesk/action-create-release to @anzz1/action-create-release until upstream PR Added commitish as input zendesk/action-create-release#32  is merged) 
						
						
							
 
						
					 
					
						2023-03-25 23:38:11 +02:00 
						 
				 
			
				
					
						
							
							
								anzz1 
							
						 
					 
					
						
						
							
						
						34ab526843 
					 
					
						
						
							
							(Windows) Set console to UTF-8 on init ( #420 )  
						
						... 
						
						
						
						Sets console codepage to 65001 (CP_UTF8) on start for both input and output, should fix problems with UTF-8 characters. 
						
						
							
 
						
					 
					
						2023-03-25 22:29:22 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						c2b25b6912 
					 
					
						
						
							
							Fix colors enabling on WIN32  
						
						
						
						
							
 
						
					 
					
						2023-03-25 21:53:39 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						79b2b266db 
					 
					
						
						
							
							If n_predict == -1, generate forever  
						
						
						
						
							
						
					 
					
						2023-03-25 21:51:41 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						e2d490dafd 
					 
					
						
						
							
							Inifinite generation via context swapping ( #71 )  
						
						
						
						
							
						
					 
					
						2023-03-25 21:36:22 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						03f7e33560 
					 
					
						
						
							
							Cleanup STL headers + fix embedding examples + minor stuff  
						
						
						
						
							
 
						
					 
					
						2023-03-25 20:51:14 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						55ad42af84 
					 
					
						
						
							
							Move chat scripts into "./examples"  
						
						
						
						
							
						
					 
					
						2023-03-25 20:37:09 +02:00 
						 
				 
			
				
					
						
							
							
								slaren 
							
						 
					 
					
						
						
							
						
						459e93cce0 
					 
					
						
						
							
							Add AVX2 implementation of dequantize_row_q4_1 ( #505 )  
						
						
						
						
							
 
						
					 
					
						2023-03-25 20:31:48 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						a316a425d0 
					 
					
						
						
							
							Overhaul the examples structure  
						
						... 
						
						
						
						- main -> examples
- utils -> examples (renamed to "common")
- quantize -> examples
- separate tools for "perplexity" and "embedding"
Hope I didn't break something ! 
						
						
							
 
						
					 
					
						2023-03-25 20:26:40 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						ecbe466a36 
					 
					
						
						
							
							Retire the ggml_mul_mat() branch for transposed src0 ( #500 )  
						
						... 
						
						
						
						* Retire the ggml_mul_mat() for transposed src0
- It can always be made contiguous with ggml_cpy()
- The code is now simplified
- The results are deterministic in respect to num threads
* SIMD-ify dequantize_row_q4_0() for ARM_NEON (#502 )
* Attempt to SIMD-ify dequantize_row_q4_0() for ARM_NEON
* Fix dequantization - forgot to interleave the quants 
						
						
							
 
						
					 
					
						2023-03-25 19:47:21 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						502a400192 
					 
					
						
						
							
							Disable prompt verbosity by default and add option to enable ( #480 )  
						
						
						
						
							
 
						
					 
					
						2023-03-25 17:17:16 +02:00 
						 
				 
			
				
					
						
							
							
								slaren 
							
						 
					 
					
						
						
							
						
						09aecbf628 
					 
					
						
						
							
							Add AVX2 implementation of dequantize_row_q4_0 ( #467 )  
						
						
						
						
							
 
						
					 
					
						2023-03-25 17:06:49 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						4640eff23d 
					 
					
						
						
							
							Don't interefe with BLAS for large prompts by running only 1 thread  
						
						
						
						
							
 
						
					 
					
						2023-03-25 17:03:10 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						ab77d76312 
					 
					
						
						
							
							Add longer DAN prompt for testing big batch numbers  
						
						
						
						
							
						
					 
					
						2023-03-25 16:49:09 +02:00 
						 
				 
			
				
					
						
							
							
								slaren 
							
						 
					 
					
						
						
							
						
						29b7baab67 
					 
					
						
						
							
							Add timings for the prompt evaluation ( #478 )  
						
						
						
						
							
 
						
					 
					
						2023-03-25 16:34:23 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						4a7129acd2 
					 
					
						
						
							
							Remove obsolete information from README  
						
						
						
						
							
						
					 
					
						2023-03-25 16:30:32 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						6b6dbc8910 
					 
					
						
						
							
							Remove obsolete assert and fix compiler warning  
						
						
						
						
							
 
						
					 
					
						2023-03-25 16:22:05 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						2a2e63ce05 
					 
					
						
						
							
							Fix nasty bug in ggml_compute_forward_mul_mat_f32() and reenable BLAS  
						
						
						
						
							
 
						
					 
					
						2023-03-25 16:10:14 +02:00 
						 
				 
			
				
					
						
							
							
								anzz1 
							
						 
					 
					
						
						
							
						
						e899bf54b2 
					 
					
						
						
							
							bounds checking for input prefix ( #492 )  
						
						
						
						
							
 
						
					 
					
						2023-03-25 14:42:09 +02:00 
						 
				 
			
				
					
						
							
							
								anzz1 
							
						 
					 
					
						
						
							
						
						fbd4d38c64 
					 
					
						
						
							
							feat: '--in-prefix STRING' option ( #426 )  
						
						... 
						
						
						
						Prefix user inputs with a string 
						
						
							
 
						
					 
					
						2023-03-25 14:03:19 +02:00 
						 
				 
			
				
					
						
							
							
								Jed Fox 
							
						 
					 
					
						
						
							
						
						58e6c9f36f 
					 
					
						
						
							
							Add support for file load progress reporting callbacks ( #434 )  
						
						... 
						
						
						
						* File load progress reporting
* Move llama_progress_handler into llama_context_params
* Renames
* Use seekg to find file size instead
* More correct load progress
* Call progress callback more frequently
* Fix typo 
						
						
							
 
						
					 
					
						2023-03-25 07:26:28 +02:00 
						 
				 
			
				
					
						
							
							
								Doomsdayrs 
							
						 
					 
					
						
						
							
						
						36d07532ef 
					 
					
						
						
							
							Add missing struct annotation ( #483 )  
						
						... 
						
						
						
						`llama_sample_top_p_top_k` was missing the struct annotation on line 126.
This causes a compiler issue when being parsed by the Kotlin C interop generator.
This commit fixes the above issue by adding the struct annotation. 
						
						
							
 
						
					 
					
						2023-03-25 07:21:24 +02:00 
						 
				 
			
				
					
						
							
							
								Chris Kuehl 
							
						 
					 
					
						
						
							
						
						6f1ee4b640 
					 
					
						
						
							
							Fix crash for 65B model with pre-allocated memory ( #485 )  
						
						
						
						
							
 
						
					 
					
						2023-03-25 06:38:14 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						8520fc310e 
					 
					
						
						
							
							Disable BLAS altogether - the bug is not just for qunatized mat mul  
						
						
						
						
							
 
						
					 
					
						2023-03-24 23:47:06 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						b3f460e941 
					 
					
						
						
							
							Disable BLAS branch in mul_mat - seems there is a bug  
						
						
						
						
							
 
						
					 
					
						2023-03-24 23:39:17 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						04c6f5ed6f 
					 
					
						
						
							
							Immediately start processing the prompt before user input has been provided ( #476 )  
						
						
						
						
							
 
 
						
					 
					
						2023-03-24 23:17:58 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						7a9b6c3a8b 
					 
					
						
						
							
							Reduce memory usage and allocate enough memory for largest context ( #473 )  
						
						... 
						
						
						
						* Reduce memory usage and allocate enough memory for large contexts
* Simpler scratch buffer usage
* Reenable BLAS for quantized mul_mat
* Fix number of layers in 30B and 65B
* Fix KV cache size for F32 
						
						
							
						
					 
					
						2023-03-24 23:17:37 +02:00 
						 
				 
			
				
					
						
							
							
								Georgi Gerganov 
							
						 
					 
					
						
						
							
						
						31572d9665 
					 
					
						
						
							
							Temporary bump the memory buffer size - hopefully fix issues from  483bab2e 
						
						
						
						
							
 
						
					 
					
						2023-03-24 18:23:56 +02:00