asedmammad commited on
Commit
6567c63
1 Parent(s): 4209d53

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +51 -0
README.md ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ inference: false
3
+ language:
4
+ - en
5
+ tags:
6
+ - llama
7
+ - text-generation-inference
8
+ ---
9
+
10
+ # TogetherAI's Llama-2-7B-32K-Instruct GGML
11
+
12
+ These files are GGML format model files for [lmsys's Longchat-7B-v1.5-32k](https://huggingface.co/togethercomputer/Llama-2-7B-32K-Instruct).
13
+
14
+ GGML files are for CPU + GPU inference using [llama.cpp](https://github.com/ggerganov/llama.cpp) and libraries and UIs which support this format, such as:
15
+ * [text-generation-webui](https://github.com/oobabooga/text-generation-webui)
16
+ * [KoboldCpp](https://github.com/LostRuins/koboldcpp)
17
+ * [ParisNeo/GPT4All-UI](https://github.com/ParisNeo/gpt4all-ui)
18
+ * [llama-cpp-python](https://github.com/abetlen/llama-cpp-python)
19
+ * [ctransformers](https://github.com/marella/ctransformers)
20
+
21
+ ## How to run in `llama.cpp`
22
+
23
+ I use the following command line, adjust for your tastes and needs:
24
+
25
+ ```
26
+ ./main -t 2 -ngl 32 -m Llama-2-7B-32K-Instruct.ggmlv3.q4_0.bin --color --rope-freq-scale 0.25 --rope-freq-base 347620 -c 32768 --temp 0.7 --repeat_penalty 1.1 -n -1 -p "[INST]\nWrite a poem about cats\n[\INST]\n\n"
27
+ ```
28
+ Change `-t 2` to the number of physical CPU cores you have. For example if your system has 8 cores/16 threads, use `-t 8`.
29
+
30
+ Change `-ngl 26` to the number of layers to offload to GPU. Remove it if you don't have GPU acceleration.
31
+
32
+ If you want to have a chat-style conversation, replace the `-p <PROMPT>` argument with `-i -ins`, you can use `--interactive-first` to start in interactive mode.
33
+
34
+ ## Compatibility
35
+
36
+ I have uploded bothe the original llama.cpp quant methods (`q4_0, q4_1, q5_0, q5_1, q8_0`) as well as the new k-quant methods (`q2_K, q3_K_S, q3_K_M, q3_K_L, q4_K_S, q4_K_M, q5_K_S, q6_K`).
37
+
38
+ Please refer to [llama.cpp](https://github.com/ggerganov/llama.cpp) and [TheBloke](https://huggingface.co/TheBloke)'s GGML models for further explanation.
39
+
40
+ ## How to run in `text-generation-webui`
41
+
42
+ Further instructions here: [text-generation-webui/docs/llama.cpp-models.md](https://github.com/oobabooga/text-generation-webui/blob/main/docs/llama.cpp-models.md).
43
+
44
+ <!-- footer start -->
45
+ ## Thanks
46
+
47
+ Thanks to [TheBloke](https://huggingface.co/TheBloke) for inspiration and providing almost all of the readme here!
48
+
49
+ Thanks to [TogetherAI](https://huggingface.co/togethercomputer) for providing checkpoints of the model.
50
+
51
+ Thanks to [Georgi Gerganov](https://github.com/ggerganov) and all of the awesome people in the AI community.