Kawrakow f4d7e54974 SOTA 3-bit quants (#5196) ... * iq3_xxs: quantize/dequantize RMSE seems a bit high-ish at about half-way between q2_K and q3_K, so need to check more. * iq3_xxs: CUDA dequantize works * iq2_xxs: tuning quantization * iq3_xxs: starting to look better PPL on wiki.test.raw LLaMA-v1-7B: 6.4218 LLaMA-v2-7B: 6.3560 Mistral-7B : 6.0717 This is better than Q3_K_XS, with a 5% reduction in quantized model size. * iq3_xxs: CUDA dot product We have PP-512: 5891 t/s TG-128: 143.9 t/s * iq3_xxs: scalar and AVX2 dot products * iq3_xxs: ARM_NEON and Metal Metal performance is decent, ARM_NEON is pathetic * iq3_xxs: slightly better grid points * Faster iq3_xxs and iq2_xs dot products on CUDA * iq3_xxs: add some quant mix * iq3_xxs: fix failing quantization test Dot product still fails. Is this real? * iq3_xxs: hopefully fix ROCm * iq3_xxs: failing tests This time the dot product accuracy did find an actual bug in the AVX2 implementation. * Add IQ3_XXS to test-backend-ops --------- Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>		2024-01-30 15:14:12 +02:00
..
baby-llama	ggml : change ggml_scale to take a float instead of tensor (#4573)	2023-12-21 23:20:49 +02:00
batched	examples : add passkey test (#3856)	2024-01-08 11:14:04 +02:00
batched-bench	llama : ggml-backend integration (#4766)	2024-01-12 20:07:38 +01:00
batched.swift	swift : fix prompt tokenization logic (#4321)	2023-12-04 15:43:45 +02:00
beam-search	llama : remove token functions with context args in favor of model (#3720)	2023-10-23 22:40:03 +03:00
benchmark	2-bit quantizations (#4897)	2024-01-14 09:45:56 +02:00
convert-llama2c-to-ggml	ggml : remove n_dims from ggml_tensor (#4469)	2023-12-14 16:52:08 +01:00
embedding	build : link against build info instead of compiling against it (#3879)	2023-11-02 08:50:16 +02:00
export-lora	export-lora : use LLAMA_FILE_MAGIC_GGLA (#4894)	2024-01-12 19:54:53 +02:00
finetune	finetune : print sample-start/include-sample-start (#5072)	2024-01-22 13:11:01 +02:00
gguf	gguf : simplify example dependencies	2023-12-21 23:08:14 +02:00
imatrix	imatrix : keep intermediate imatrix results (#5077)	2024-01-22 14:18:43 +02:00
infill	Remove unused data and add fixes (#5154)	2024-01-27 15:25:55 +01:00
jeopardy	parallel : add option to load external prompt file (#3416)	2023-10-06 16:16:38 +03:00
llama-bench	ggml : add Vulkan backend (#2059)	2024-01-28 19:03:59 +02:00
llama.android	android : use release cmake build type by default (#5123)	2024-01-25 19:05:51 +02:00
llama.swiftui	llama.swiftui : update models layout (#4826)	2024-01-12 14:48:00 +02:00
llava	llava : support for Yi-VL and fix for mobileVLM (#5093)	2024-01-27 17:09:18 +02:00
lookahead	english : use typos to fix comments and logs (#4354)	2023-12-12 11:53:36 +02:00
lookup	lookup : add prompt lookup decoding example (#4484)	2023-12-22 18:05:56 +02:00
main	main : allow empty --prompt-cache file (#5176)	2024-01-30 11:18:02 +02:00
main-cmake-pkg	main-cmake-pkg : fix build issue (#4665)	2023-12-29 16:18:20 +02:00
parallel	llama : KV cache view API + better KV cache management (#4170)	2023-11-23 19:07:56 +02:00
passkey	examples : add passkey test (#3856)	2024-01-08 11:14:04 +02:00
perplexity	Additional KL-divergence statistics (#5081)	2024-01-23 15:17:20 +02:00
quantize	SOTA 3-bit quants (#5196)	2024-01-30 15:14:12 +02:00
quantize-stats	SOTA 3-bit quants (#5196)	2024-01-30 15:14:12 +02:00
save-load-state	llama : minimize size used for state save/load (#4820)	2024-01-13 18:29:43 +02:00
server	server : improve README (#5209)	2024-01-30 11:11:46 +02:00
simple	simple : update error message for KV cache check (#4324)	2023-12-04 18:04:21 +02:00
speculative	speculative : threading options (#4959)	2024-01-16 13:04:32 +02:00
sycl	ggml : add unified SYCL backend for Intel GPUs (#2690)	2024-01-28 17:56:23 +02:00
tokenize	tokenize example: Respect normal add BOS token behavior (#4126)	2023-11-18 14:48:17 -07:00
train-text-from-scratch	finetune : fix ggml_allocr lifetimes (tmp workaround) (#5033)	2024-01-19 20:20:50 +02:00
alpaca.sh	alpaca.sh : update model file name (#2074)	2023-07-06 19:17:50 +03:00
base-translate.sh	examples : improve base-translate.sh script (#4783)	2024-01-06 11:40:24 +02:00
chat-13B.bat	Create chat-13B.bat (#592)	2023-03-29 20:21:09 +03:00
chat-13B.sh	examples : read chat prompts from a template file (#1196)	2023-05-03 20:58:11 +03:00
chat-persistent.sh	llama : fix session saving/loading (#3400)	2023-10-03 21:04:01 +03:00
chat-vicuna.sh	examples : add chat-vicuna.sh (#1854)	2023-06-15 21:05:53 +03:00
chat.sh	main : log file (#2748)	2023-08-30 09:29:32 +03:00
CMakeLists.txt	ggml : add unified SYCL backend for Intel GPUs (#2690)	2024-01-28 17:56:23 +02:00
gpt4all.sh	examples : add -n to alpaca and gpt4all scripts (#706)	2023-04-13 16:03:39 +03:00
json-schema-to-grammar.py	chmod : make scripts executable (#2675)	2023-08-23 17:29:09 +03:00
llama2-13b.sh	gitignore : changes for Poetry users + chat examples (#2284)	2023-07-21 13:53:27 +03:00
llama2.sh	gitignore : changes for Poetry users + chat examples (#2284)	2023-07-21 13:53:27 +03:00
llama.vim	llama.vim : added api key support (#5090)	2024-01-23 08:51:27 +02:00
llm.vim	llm.vim : stop generation at multiple linebreaks, bind to <F2> (#2879)	2023-08-30 09:50:55 +03:00
make-ggml.py	make-ggml.py : compatibility with more models and GGUF (#3290)	2023-09-27 19:25:12 +03:00
Miku.sh	MIKU MAYHEM: Upgrading the Default Model for Maximum Fun 🎉 (#2287)	2023-07-21 11:13:18 +03:00
pydantic_models_to_grammar.py	examples : make pydantic scripts pass mypy and support py3.8 (#5099)	2024-01-25 14:51:24 -05:00
pydantic-models-to-grammar-examples.py	examples : make pydantic scripts pass mypy and support py3.8 (#5099)	2024-01-25 14:51:24 -05:00
reason-act.sh	chmod : make scripts executable (#2675)	2023-08-23 17:29:09 +03:00
server-llama2-13B.sh	chmod : make scripts executable (#2675)	2023-08-23 17:29:09 +03:00