tjqdddlZddlZddlZddlZddlZddlZddlZddlmZm Z ddl m Z m Z ddl mZmZddlZddlZddlZddlZddlmZmZddlmZddlmZ ddlZn #e$rYnwxYwejdkrddlZer,dd lm Z dd l!m"Z"dd l#m$Z$dd l%m&Z&dd l'm(Z(m)Z)m*Z*m+Z+m,Z,ddl-m.Z.dddZ/e0ej1ej2zZ3e0ej1ej4zej2zdzZ5ddiddiddiddiddiddiddidZ6dZ7dd8e69dZ:Gd d!Z;Gd"d#Zd'e?e=dzd%e@fd(ZAd3d)e=dzd%e?e@fd*ZBd+e=d,e?e@d-e@d%e=fd.ZCd%e=fd/ZDeEd0kre?@[]^_`{|}~textz5There is a Llama in my lawn, how can I get rid of it?zyWrite a Python function that integrates any Python function f(x) numerically over an arbitrary interval [x_start, x_end].z4How many helicopters can a human eat in one sitting?z4Count to 10 but skip every number ending with an 'e'zWhy aren't birds real?z2Why is it important to eat socks after meditating?z$Which number is larger, 9.9 or 9.11?)llamacode helicopternumbersbirdssocksnumbers2a **TRANSFORMERS CHAT INTERFACE** Chat interface to try out a model. Besides chatting with the model, here are some basic commands: - **!help**: shows all available commands (set generation settings, save chat, etc.) - **!status**: shows the current status of the model and generation settings - **!clear**: clears the current conversation and starts a new one - **!exit**: closes the interface am **TRANSFORMERS CHAT INTERFACE HELP** Full command list: - **!help**: shows this help message - **!clear**: clears the current conversation and starts a new one - **!status**: shows the current status of the model and generation settings - **!example {NAME}**: loads example named `{NAME}` from the config and uses it as the user input. Available example names: `z`, `a#` - **!set {ARG_1}={VALUE_1} {ARG_2}={VALUE_2}** ...: changes the system prompt or generation settings (multiple settings are separated by a space). Accepts the same flags and format as the `generate_flags` CLI argument. If you're a new user, check this basic flag guide: https://huggingface.co/docs/transformers/llm_tutorial#common-options - **!save {SAVE_NAME} (optional)**: saves the current chat and settings to file by default to `./chat_history/{MODEL_ID}/chat_{DATETIME}.yaml` or `{SAVE_NAME}` if provided - **!exit**: closes the interface ceZdZdededefdZdeeedeeee zdzffdZ defd Z d Z d efd Z d ed efdZddededefdZddefdZdefdZdefdZdS) RichInterfacemodel_iduser_idbase_urlcVt|_||_||_||_dSN)r_consoler%r&r')selfr%r&r's S/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/transformers/cli/chat.py__init__zRichInterface.__init__ks&       streamreturnNc fK|jd|jdt|jd5}d}d}t j}d}|d{V23d{V}|jdjj}t|jdd|}t|dd} | t| d |}|satj d d |}||z }g} | D]W} | | | d r| d B| dXtd| d} || d96 dddn #1swxYwYt j|z } | dkrJ|dkrD|| z }|j|jd|d| dd|dd|j||fS)Nz [bold blue]:)consolerefresh_per_secondr finish_reasonusagecompletion_tokensz <(/*)(\w*)>z\<\1\2\>z``` z z github-dark) code_themeT)refreshz[dim]z tokens in z.1fzs (z tok/s)[/dim])r*printr%rtimechoicesdeltacontentgetattrresub splitlinesappend startswithrjoinstripupdate)r+r/liverr8 start_timer6tokenoutputsr7lineslinemarkdownelapsed tok_per_secs r, stream_outputzRichInterface.stream_outputqs <4=<<<=== $-A > > >. 4$D ! 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[bold red]: )r*inputr&r<)r+rVs r,rVzRichInterface.inputs> ##$D$,$D$D$DEE  r.c8|jdS)zClears the console.N)r*clear)r+s r,rXzRichInterface.clears r.rc|jd|jd||jdS)z%Prints a user message to the console.rUz>:[/ bold red] N)r*r<r&)r+rs r,print_user_messagez RichInterface.print_user_messagesE N$,NNNNOOO r.colorcx|jd|d||jdS)z,Prints text in a given color to the console.z[bold ]N)r*r<)r+rr[s r, print_colorzRichInterface.print_colorsC 3U33T33444 r.Fmessagedefaultc|rdnd}|jd|d|d}|j|}|s|S|dvS)zFDisplays a yes/no prompt to the user, returning True for confirmation.zY/nzy/Nz [bold yellow]z (z): >yyes)r*rVr<rHlower)r+r_r` default_hintresponses r,confirmzRichInterface.confirms '2uuU =&&'Sw'S'S,'S'S'STT >>##))++ N<''r.minimalc|jt|rtnt|jdS)z'Prints the help message to the console.N)r*r<rHELP_STRING_MINIMAL HELP_STRING)r+rhs r, print_helpzRichInterface.print_helpsE HG%T%8%8UUVVV r.modelc tj|jdddid}|Gddt }dd d d d |jjtd zdzkfd}ttdtd|t|j}| |dd}d}t||jd5|D](}|r|dst#j|dd} | d} | dkr| dd}n| dkr#t)| dd| d kr| d!} | d"} || } | r?| d#krd$nd%}||| | d&| d'|(||| d)d**dddn #1swxYwY|r,|jt/d+d,n+|jt/d+d-|jdS).N/z /load_modelrmT)jsonr/ceZdZdZdS)3RichInterface.print_model_load..StatsColumnc|jstdS|jddkrt jt |j}t jt |j}|jr*dt jt |jdnd}|j 4dt |j dzdt |j dzd}nd}t|d |||d Stt |jd t |jS) Nr5unitbytesz z/s<:02drozprogress.download)style) totalrfieldsgetrdecimalint completedspeedtime_remaining)r+taskdonetotretas r,renderz:RichInterface.print_model_load..StatsColumn.renders6z$88O;??6**g55#+C,?,?@@D"*3tz??;;CJN*\F!1#dj//!B!BFFFFZ\E*6g3t':b'@#A#AggCH[^`H`DaDaggg 4 ; ;# ;u ;c ; ;CVWWWWs4>22FFS__FFGGGr.N)__name__ __module__ __qualname__rr.r, StatsColumnrrs( H H H H Hr.rzLoading processorzLoading configzDownloading fileszLoading into memory) processorconfigdownloadweightsFcF||}rd|S|S)Nu → )r|) stage_key stage_textrmshow_model_prefix stage_labelss r,_labelz.RichInterface.print_model_load.._labels:%)))Y??J  544 444 r.z[bold]{task.description}() bar_width)r3r)rzF)r3 transientsdata: statusreadycachederrorr_z Unknown errorloadingstageprogressrruitemscurrentrz) descriptionrrzrtr)rrrzz_*z was already loaded.*_z is warm.*_)requestspostr'rstripraise_for_statusrr*widthlenrrrradd_taskr iter_linesrFrploadsr| RuntimeErrorrIr<r)r+rmrfrrrtask_idrrOeventrrproglabelrtrrs ` @@r,print_model_loadzRichInterface.print_model_loads=DM$8$8$=$=!J!J!JRY[`Qajnooo!!### H H H H H. 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Accepts booleans, numbers, and lists of integers, more advanced parameterization should be set through --generation-config. Example: `transformers chat max_new_tokens=100 do_sample=False eos_token_id=[1,2]`. If you're a new user, check this basic flag guide: https://huggingface.co/docs/transformers/llm_tutorial#common-optionsuserzKUsername to display in chat interface. Defaults to the current user's name. system_promptzSystem prompt. save_folderzFolder to save chat history. examples_pathz"Path to a yaml file with examples.generation_configzPath to a local generation config file or to a HuggingFace repo containing a `generation_config.json` file. Other generation settings passed as CLI arguments will be applied on top of this generation config.r0c ||_t|j} | jtdkr0| jtdkr||j||_||_||_t|} | dd| j d it|| |_ |||j d|_||n t|_|rAt#|5} t%j| |_dddn #1swxYwYn t*|_t-st/dt1j|dS) rrrT) do_samplemax_new_tokens)r'r%rNzHYou need to install rich to use the chat interface. 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