From 1f8cd86133ee7fe5978640989e076369af063161 Mon Sep 17 00:00:00 2001 From: Saifeddine ALOUI Date: Tue, 27 Feb 2024 13:03:35 +0100 Subject: [PATCH] fixed model icon issue --- lollms_core | 2 +- notebooks/ggml_quantize.ipynb | 130 ++++++++++++++++++ ...{index-61efa780.css => index-37768396.css} | 2 +- .../{index-88e48a3d.js => index-f8b842b6.js} | 6 +- web/dist/index.html | 4 +- web/src/views/SettingsView.vue | 4 +- zoos/personalities_zoo | 2 +- 7 files changed, 140 insertions(+), 10 deletions(-) create mode 100644 notebooks/ggml_quantize.ipynb rename web/dist/assets/{index-61efa780.css => index-37768396.css} (99%) rename web/dist/assets/{index-88e48a3d.js => index-f8b842b6.js} (99%) diff --git a/lollms_core b/lollms_core index 65a5b08e..11f823bb 160000 --- a/lollms_core +++ b/lollms_core @@ -1 +1 @@ -Subproject commit 65a5b08e4bb0255605336b056da87d6bf71f744b +Subproject commit 11f823bb8a9ced46874d8abe136ba77952265c30 diff --git a/notebooks/ggml_quantize.ipynb b/notebooks/ggml_quantize.ipynb new file mode 100644 index 00000000..9b74172f --- /dev/null +++ b/notebooks/ggml_quantize.ipynb @@ -0,0 +1,130 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The first step consists of compiling llama.cpp and installing the required libraries in our Python environment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Install llama.cpp\n", + "!git clone https://github.com/ggerganov/llama.cpp\n", + "!cd llama.cpp && git pull && make clean && LLAMA_CUBLAS=1 make\n", + "!pip install -r llama.cpp/requirements.txt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can download our model. We will use an jondurbin/airoboros-m-7b-3.1.2 model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "MODEL_ID = \"jondurbin/airoboros-m-7b-3.1.2\"\n", + "\n", + "# Download model\n", + "!git lfs install\n", + "!git clone https://huggingface.co/{MODEL_ID}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This step can take a while. Once it’s done, we need to convert our weight to GGML FP16 format" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "MODEL_NAME = MODEL_ID.split('/')[-1]\n", + "\n", + "# Convert to fp16\n", + "fp16 = f\"{MODEL_NAME}/{MODEL_NAME.lower()}.fp16.bin\"\n", + "!python llama.cpp/convert.py {MODEL_NAME} --outtype f16 --outfile {fp16}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we can quantize the model using one or several methods. In this case, we will use the Q4_K_M and Q5_K_M methods. This is the only step that actually requires a GPU." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "QUANTIZATION_METHODS = [\"q4_k_m\", \"q5_k_m\"]\n", + "\n", + "for method in QUANTIZATION_METHODS:\n", + " qtype = f\"{MODEL_NAME}/{MODEL_NAME.lower()}.{method.upper()}.gguf\"\n", + " !./llama.cpp/quantize {fp16} {qtype} {method}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we can push our quantized model to a new repo on the Hugging Face Hub with the “-GGUF” suffix. First, let’s log in and modify the following code block to match your username. You can enter your Hugging Face token (https://huggingface.co/settings/tokens) in Google Colab’s “Secrets” tab. We use the allow_patterns parameter to only upload GGUF models and not the entirety of the directory." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "!pip install -q huggingface_hub\n", + "from huggingface_hub import create_repo, HfApi\n", + "from google.colab import userdata\n", + "\n", + "# Defined in the secrets tab in Google Colab\n", + "hf_token = userdata.get('huggingface')\n", + "\n", + "api = HfApi()\n", + "username = \"parisneo\"\n", + "\n", + "# Create empty repo\n", + "create_repo(\n", + " repo_id = f\"{username}/{MODEL_NAME}-GGUF\",\n", + " repo_type=\"model\",\n", + " exist_ok=True,\n", + " token=hf_token\n", + ")\n", + "\n", + "# Upload gguf files\n", + "api.upload_folder(\n", + " folder_path=MODEL_NAME,\n", + " repo_id=f\"{username}/{MODEL_NAME}-GGUF\",\n", + " allow_patterns=f\"*.gguf\",\n", + " token=hf_token\n", + ")" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + 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1024px){.lg\:grid-cols-1{grid-template-columns:repeat(1,minmax(0,1fr))}.lg\:grid-cols-3{grid-template-columns:repeat(3,minmax(0,1fr))}.lg\:flex-row{flex-direction:row}}@media (min-width: 1280px){.xl\:h-80{height:20rem}.xl\:w-1\/6{width:16.666667%}}@media (min-width: 1536px){.\32xl\:h-96{height:24rem}} diff --git a/web/dist/assets/index-88e48a3d.js b/web/dist/assets/index-f8b842b6.js similarity index 99% rename from web/dist/assets/index-88e48a3d.js rename to web/dist/assets/index-f8b842b6.js index 01f4e313..1e90da2c 100644 --- a/web/dist/assets/index-88e48a3d.js +++ b/web/dist/assets/index-f8b842b6.js @@ -164,8 +164,8 @@ Response: `+e,4,!1)),this.isLoading=!1},async unmountExtension(n){if(this.isLoading=!0,!n)return;const e=await this.p_unmount_extension(n.extension||n);if(e.status){this.configFile.extensions=e.extensions,this.$store.state.toast.showToast("Extension unmounted",4,!0);const t=this.extensions.findIndex(o=>o.full_path==n.full_path),i=this.extensionsFiltered.findIndex(o=>o.full_path==n.full_path),s=this.$refs.extensionsZoo.findIndex(o=>o.full_path==n.full_path);console.log("ext",this.extensions[t]),this.extensions[t].isMounted=!1,i>-1&&(this.extensionsFiltered[i].isMounted=!1),s>-1&&(this.$refs.extensionsZoo[s].isMounted=!1),this.$store.dispatch("refreshMountedPersonalities");const r=this.mountedExtensions[this.mountedExtensions.length-1];console.log(r,this.mountedExtensions.length)}else this.$store.state.toast.showToast(`Could not unmount extension Error: `+e.error,4,!1);this.isLoading=!1},async remountExtension(n){await this.unmountExtension(n),await this.mountExtension(n)},onExtensionReinstall(n){console.log("on reinstall ",n),this.isLoading=!0,console.log(n),Le.post("/reinstall_extension",{name:n.extension.full_path}).then(e=>{if(e)return this.isLoading=!1,console.log("reinstall_extension",e),e.data.status?this.$store.state.toast.showToast("Extension reinstalled successfully!",4,!0):this.$store.state.toast.showToast("Could not reinstall extension",4,!1),e.data;this.isLoading=!1}).catch(e=>(this.isLoading=!1,this.$store.state.toast.showToast(`Could not reinstall personality `+e.message,4,!1),{status:!1}))},onPersonalityReinstall(n){console.log("on reinstall ",n),this.isLoading=!0,Le.post("/reinstall_personality",{name:n.personality.path}).then(e=>{if(e)return this.isLoading=!1,console.log("reinstall_personality",e),e.data.status?this.$store.state.toast.showToast("Personality reinstalled successfully!",4,!0):this.$store.state.toast.showToast("Could not reinstall personality",4,!1),e.data;this.isLoading=!1}).catch(e=>(this.isLoading=!1,this.$store.state.toast.showToast(`Could not reinstall personality 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this.searchModel?this.show_only_installed_models?this.modelsFiltered.filter(n=>n.isInstalled===!0):this.modelsFiltered.slice(0,Math.min(this.models_zoo.length,this.models_zoo_initialLoadCount)):(console.log("this.models_zoo"),console.log(this.models_zoo),console.log(this.models_zoo_initialLoadCount),this.show_only_installed_models?this.models_zoo.filter(n=>n.isInstalled===!0):this.models_zoo.slice(0,Math.min(this.models_zoo.length,this.models_zoo_initialLoadCount)))}},imgBinding:{get(){if(!this.isMounted)return Li;try{return this.$refs.bindingZoo[this.$refs.bindingZoo.findIndex(n=>n.binding.folder==this.configFile.binding_name)].$refs.imgElement.src}catch{return Li}}},imgModel:{get(){try{let n=this.$store.state.modelsZoo.findIndex(e=>e.name==this.$store.state.selectedModel);return n>=0?(console.log(`model avatar : ${this.$store.state.modelsZoo[n].avatar}`),this.$store.state.modelsZoo[n].avatar):Li}catch{console.log("error")}if(!this.isMounted)return Li;try{return 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"+o;this.message.content=a,this.$nextTick(()=>{e.selectionStart=e.selectionEnd=t+4})}else{const o=e.value.substring(t,i).split(` `).map(d=>d.trim()===""?d:s?d.startsWith(" ")?d.substring(4):d:" "+d),a=e.value.substring(0,t),l=e.value.substring(i),c=a+o.join(` `)+l;this.message.content=c,this.$nextTick(()=>{e.selectionStart=t,e.selectionEnd=i+o.length*4})}n.preventDefault()},onVoicesChanged(){this.voices=this.speechSynthesis.getVoices()},read(){this.isSynthesizingVoice?(this.isSynthesizingVoice=!1,this.$refs.audio_player.pause()):(this.isSynthesizingVoice=!0,Le.post("./text2Audio",{text:this.message.content}).then(n=>{this.isSynthesizingVoice=!1;let e=n.data.url;console.log(e),this.audio_url=e,this.message.metadata||(this.message.metadata=[]);let t=!1;for(let i of this.message.metadata)Object.prototype.hasOwnProperty.call(i,"audio_url")&&(i.audio_url=this.audio_url,t=!0);t||this.message.metadata.push({audio_url:this.audio_url}),this.$emit("updateMessage",this.message.id,this.message.content,this.audio_url)}).catch(n=>{this.$store.state.toast.showToast(`Error: ${n}`,4,!1),this.isSynthesizingVoice=!1}))},speak(){if(this.msg){this.speechSynthesis.cancel(),this.msg=null,this.isSpeaking=!1;return}let n=0;console.log("voice on"),this.isSpeaking=!0;const e=200;this.message.content,this.msg=new SpeechSynthesisUtterance,this.msg.pitch=this.$store.state.config.audio_pitch,this.voices.length>0&&(this.msg.voice=this.voices.filter(s=>s.name===this.$store.state.config.audio_out_voice)[0]);const t=s=>{let r=this.message.content.substring(s,s+e);const o=[".","!","?",` `];let a=-1;return o.forEach(l=>{const c=r.lastIndexOf(l);c>a&&(a=c)}),a==-1&&(a=r.length),console.log(a),a+s+1},i=()=>{if(this.message.content.includes(".")){const s=t(n),r=this.message.content.substring(n,s);this.msg.text=r,n=s+1,this.msg.onend=o=>{n{i()},1):(this.isSpeaking=!1,console.log("voice off :",this.message.content.length," ",s))},this.speechSynthesis.speak(this.msg)}else setTimeout(()=>{i()},1)};i()},toggleModel(){this.expanded=!this.expanded},addBlock(n){let e=this.$refs.mdTextarea.selectionStart,t=this.$refs.mdTextarea.selectionEnd;e==t?speechSynthesis==0||this.message.content[e-1]==` diff --git a/web/dist/index.html b/web/dist/index.html index 80934d5a..c9fa012f 100644 --- a/web/dist/index.html +++ b/web/dist/index.html @@ -6,8 +6,8 @@ LoLLMS WebUI - Welcome - - + +
diff --git a/web/src/views/SettingsView.vue b/web/src/views/SettingsView.vue index c1f56879..89190618 100644 --- a/web/src/views/SettingsView.vue +++ b/web/src/views/SettingsView.vue @@ -4813,8 +4813,8 @@ export default { try{ let idx = this.$store.state.modelsZoo.findIndex(item => item.name == this.$store.state.selectedModel) if(idx>=0){ - console.log(`model avatar : ${this.$store.state.modelsZoo[idx].avatar}`) - return this.$store.state.modelsZoo[idx].avatar + console.log(`model avatar : ${this.$store.state.modelsZoo[idx].icon}`) + return this.$store.state.modelsZoo[idx].icon } else{ return defaultModelImgPlaceholder diff --git a/zoos/personalities_zoo b/zoos/personalities_zoo index 5cc039d1..30a43e4b 160000 --- a/zoos/personalities_zoo +++ b/zoos/personalities_zoo @@ -1 +1 @@ -Subproject commit 5cc039d1876320c7539711f8ce01b23c6e58c16c +Subproject commit 30a43e4bd12a10f046fae8fa641668f3019f7706