aboutsummaryrefslogtreecommitdiff
path: root/examples/llama.vim
diff options
context:
space:
mode:
authorAustinMroz <austinmroz@utexas.edu>2023-08-08 06:44:48 -0500
committerGitHub <noreply@github.com>2023-08-08 14:44:48 +0300
commit2d7baaf50f3277e65cf71071f61ea34823d14c30 (patch)
tree7be5c387918f7a1722028edb29c976b9be02a55c /examples/llama.vim
parentf3c3b4b1672d860800639c87d3b5d17564692469 (diff)
vim : streaming and more (#2495)
* Update Vim plugin * Remove getbufoneline usage, Add input bind example. getbufoneline() appears to be a recently added function and has been replaced with getbufline for compatibility. An additional example that explains how to add a keybind that works in insert mode was added.
Diffstat (limited to 'examples/llama.vim')
-rw-r--r--examples/llama.vim132
1 files changed, 132 insertions, 0 deletions
diff --git a/examples/llama.vim b/examples/llama.vim
new file mode 100644
index 0000000..f03fadf
--- /dev/null
+++ b/examples/llama.vim
@@ -0,0 +1,132 @@
+" Requires an already running llama.cpp server
+" To install either copy or symlink to ~/.vim/autoload/llama.vim
+" Then start with either :call llama#doLlamaGen(),
+" or add a keybind to your vimrc such as
+" nnoremap Z :call llama#doLlamaGen()<CR>
+" Similarly, you could add an insert mode keybind with
+" inoremap <C-B> <Cmd>call llama#doLlamaGen()<CR>
+"
+" g:llama_api_url and g:llama_overrides can be configured in your .vimrc
+" let g:llama_api_url = "192.168.1.10:8080"
+" llama_overrides can also be set through buffer/window scopes. For instance
+" autocmd filetype python let b:llama_overrides = {"temp": 0.2}
+" Could be added to your .vimrc to automatically set a lower temperature when
+" editing a python script
+" Additionally, an override dict can be stored at the top of a file
+" !*{"stop": ["User:"]}
+" Could be added to the start of your chatlog.txt to set the stopping token
+" These parameter dicts are merged together from lowest to highest priority:
+" server default -> g:llama_overrides -> w:llama_overrides ->
+" b:llama_overrides -> in file (!*) overrides
+"
+" Sublists (like logit_bias and stop) are overridden, not merged
+" Example override:
+" !*{"logit_bias": [[13, -5], [2, false]], "temperature": 1, "top_k": 5, "top_p": 0.5, "n_predict": 256, "repeat_last_n": 256, "repeat_penalty": 1.17647}
+if !exists("g:llama_api_url")
+ let g:llama_api_url= "127.0.0.1:8080"
+endif
+if !exists("g:llama_overrides")
+ let g:llama_overrides = {}
+endif
+const s:querydata = {"n_predict": 256, "stop": [ "\n" ], "stream": v:true }
+const s:curlcommand = ['curl','--data-raw', "{\"prompt\":\"### System:\"}", '--silent', '--no-buffer', '--request', 'POST', '--url', g:llama_api_url .. '/completion', '--header', "Content-Type: application/json"]
+let s:linedict = {}
+
+func s:callbackHandler(bufn, channel, msg)
+ if len(a:msg) < 3
+ return
+ elseif a:msg[0] == "d"
+ let l:msg = a:msg[6:-1]
+ else
+ let l:msg = a:msg
+ endif
+ let l:decoded_msg = json_decode(l:msg)
+ let l:newtext = split(l:decoded_msg['content'], "\n", 1)
+ if len(l:newtext) > 0
+ call setbufline(a:bufn, s:linedict[a:bufn], getbufline(a:bufn, s:linedict[a:bufn])[0] .. newtext[0])
+ else
+ echo "nothing genned"
+ endif
+ if len(newtext) > 1
+ let l:failed = appendbufline(a:bufn, s:linedict[a:bufn], newtext[1:-1])
+ let s:linedict[a:bufn] = s:linedict[a:bufn] + len(newtext)-1
+ endif
+ if has_key(l:decoded_msg, "stop") && l:decoded_msg.stop
+ echo "Finished generation"
+ endif
+endfunction
+
+func llama#doLlamaGen()
+ if exists("b:job")
+ if job_status(b:job) == "run"
+ call job_stop(b:job)
+ return
+ endif
+ endif
+
+ let l:cbuffer = bufnr("%")
+ let s:linedict[l:cbuffer] = line('$')
+ let l:buflines = getbufline(l:cbuffer, 1, 1000)
+ let l:querydata = copy(s:querydata)
+ call extend(l:querydata, g:llama_overrides)
+ if exists("w:llama_overrides")
+ call extend(l:querydata, w:llama_overrides)
+ endif
+ if exists("b:llama_overrides")
+ call extend(l:querydata, b:llama_overrides)
+ endif
+ if l:buflines[0][0:1] == '!*'
+ let l:userdata = json_decode(l:buflines[0][2:-1])
+ call extend(l:querydata, l:userdata)
+ let l:buflines = l:buflines[1:-1]
+ endif
+ let l:querydata.prompt = join(l:buflines, "\n")
+ let l:curlcommand = copy(s:curlcommand)
+ let l:curlcommand[2] = json_encode(l:querydata)
+ let b:job = job_start(l:curlcommand, {"callback": function("s:callbackHandler", [l:cbuffer])})
+endfunction
+
+" Echos the tokkenization of the provided string , or cursor to end of word
+" Onus is placed on the user to include the preceding space
+func llama#tokenizeWord(...)
+ if (a:0 > 0)
+ let l:input = a:1
+ else
+ exe "normal \"*ye"
+ let l:input = @*
+ endif
+ let l:querydata = {"content": l:input}
+ let l:curlcommand = copy(s:curlcommand)
+ let l:curlcommand[2] = json_encode(l:querydata)
+ let l:curlcommand[8] = g:llama_api_url .. "/tokenize"
+ let s:token_job = job_start(l:curlcommand, {"callback": function("s:tokenizeWordCallback", [l:input])})
+endfunction
+
+func s:tokenizeWordCallback(plaintext, channel, msg)
+ echo '"' .. a:plaintext ..'" - ' .. string(json_decode(a:msg).tokens)
+endfunction
+
+
+" Echos the token count of the entire buffer (or provided string)
+" Example usage :echo llama#tokenCount()
+func llama#tokenCount(...)
+ if (a:0 > 0)
+ let l:buflines = a:1
+ else
+ let l:buflines = getline(1,1000)
+ if l:buflines[0][0:1] == '!*'
+ let l:buflines = l:buflines[1:-1]
+ endif
+ let l:buflines = join(l:buflines, "\n")
+ endif
+ let l:querydata = {"content": l:buflines}
+ let l:curlcommand = copy(s:curlcommand)
+ let l:curlcommand[2] = json_encode(l:querydata)
+ let l:curlcommand[8] = g:llama_api_url .. "/tokenize"
+ let s:token_job = job_start(l:curlcommand, {"callback": "s:tokenCountCallback"})
+endfunction
+
+func s:tokenCountCallback(channel, msg)
+ let resp = json_decode(a:msg)
+ echo len(resp.tokens)
+endfunction