Update for Transformers GPTQ support

README.md

@@ -4,17 +4,20 @@ license: other
 ---
 
 <!-- header start -->
-<div style="width: 100%;">
-    <img src="https://i.imgur.com/EBdldam.jpg" alt="TheBlokeAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://i.imgur.com/EBdldam.jpg" alt="TheBlokeAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
 </div>
 <div style="display: flex; justify-content: space-between; width: 100%;">
     <div style="display: flex; flex-direction: column; align-items: flex-start;">
-        <p><a href="https://discord.gg/Jq4vkcDakD">Chat & support: my new Discord server</a></p>
+        <p style="margin-top: 0.5em; margin-bottom: 0em;"><a href="https://discord.gg/theblokeai">Chat & support: TheBloke's Discord server</a></p>
     </div>
     <div style="display: flex; flex-direction: column; align-items: flex-end;">
-        <p><a href="https://www.patreon.com/TheBlokeAI">Want to contribute? TheBloke's Patreon page</a></p>
+        <p style="margin-top: 0.5em; margin-bottom: 0em;"><a href="https://www.patreon.com/TheBlokeAI">Want to contribute? TheBloke's Patreon page</a></p>
     </div>
 </div>
+<div style="text-align:center; margin-top: 0em; margin-bottom: 0em"><p style="margin-top: 0.25em; margin-bottom: 0em;">TheBloke's LLM work is generously supported by a grant from <a href="https://a16z.com">andreessen horowitz (a16z)</a></p></div>
+<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
 <!-- header end -->
 
 # Jon Durbin's Airoboros 13B GPT4 1.1 GPTQ
@@ -134,11 +137,12 @@ It was created with group_size 128 to increase inference accuracy, but without -
   * Parameters: Groupsize = 128. Act Order / desc_act = False.
 
 <!-- footer start -->
+<!-- 200823 -->
 ## Discord
 
 For further support, and discussions on these models and AI in general, join us at:
 
-[TheBloke AI's Discord server](https://discord.gg/Jq4vkcDakD)
+[TheBloke AI's Discord server](https://discord.gg/theblokeai)
 
 ## Thanks, and how to contribute.
 
@@ -153,12 +157,15 @@ Donaters will get priority support on any and all AI/LLM/model questions and req
 * Patreon: https://patreon.com/TheBlokeAI
 * Ko-Fi: https://ko-fi.com/TheBlokeAI
 
-**Special thanks to**: Luke from CarbonQuill, Aemon Algiz, Dmitriy Samsonov.
+**Special thanks to**: Aemon Algiz.
+
+**Patreon special mentions**: Sam, theTransient, Jonathan Leane, Steven Wood, webtim, Johann-Peter Hartmann, Geoffrey Montalvo, Gabriel Tamborski, Willem Michiel, John Villwock, Derek Yates, Mesiah Bishop, Eugene Pentland, Pieter, Chadd, Stephen Murray, Daniel P. Andersen, terasurfer, Brandon Frisco, Thomas Belote, Sid, Nathan LeClaire, Magnesian, Alps Aficionado, Stanislav Ovsiannikov, Alex, Joseph William Delisle, Nikolai Manek, Michael Davis, Junyu Yang, K, J, Spencer Kim, Stefan Sabev, Olusegun Samson, transmissions 11, Michael Levine, Cory Kujawski, Rainer Wilmers, zynix, Kalila, Luke @flexchar, Ajan Kanaga, Mandus, vamX, Ai Maven, Mano Prime, Matthew Berman, subjectnull, Vitor Caleffi, Clay Pascal, biorpg, alfie_i, 阿明, Jeffrey Morgan, ya boyyy, Raymond Fosdick, knownsqashed, Olakabola, Leonard Tan, ReadyPlayerEmma, Enrico Ros, Dave, Talal Aujan, Illia Dulskyi, Sean Connelly, senxiiz, Artur Olbinski, Elle, Raven Klaugh, Fen Risland, Deep Realms, Imad Khwaja, Fred von Graf, Will Dee, usrbinkat, SuperWojo, Alexandros Triantafyllidis, Swaroop Kallakuri, Dan Guido, John Detwiler, Pedro Madruga, Iucharbius, Viktor Bowallius, Asp the Wyvern, Edmond Seymore, Trenton Dambrowitz, Space Cruiser, Spiking Neurons AB, Pyrater, LangChain4j, Tony Hughes, Kacper Wikieł, Rishabh Srivastava, David Ziegler, Luke Pendergrass, Andrey, Gabriel Puliatti, Lone Striker, Sebastain Graf, Pierre Kircher, Randy H, NimbleBox.ai, Vadim, danny, Deo Leter
 
-**Patreon special mentions**: Oscar Rangel, Eugene Pentland, Talal Aujan, Cory Kujawski, Luke, Asp the Wyvern, Ai Maven, Pyrater, Alps Aficionado, senxiiz, Willem Michiel, Junyu Yang, trip7s trip, Sebastain Graf, Joseph William Delisle, Lone Striker, Jonathan Leane, Johann-Peter Hartmann, David Flickinger, Spiking Neurons AB, Kevin Schuppel, Mano Prime, Dmitriy Samsonov, Sean Connelly, Nathan LeClaire, Alain Rossmann, Fen Risland, Derek Yates, Luke Pendergrass, Nikolai Manek, Khalefa Al-Ahmad, Artur Olbinski, John Detwiler, Ajan Kanaga, Imad Khwaja, Trenton Dambrowitz, Kalila, vamX, webtim, Illia Dulskyi.
 
 Thank you to all my generous patrons and donaters!
 
+And thank you again to a16z for their generous grant.
+
 <!-- footer end -->
 
 # Original model card: Jon Durbin's Airoboros 13B GPT4 1.1
@@ -330,7 +337,7 @@ Once exploited for logging and mining, today the sparsely populated Upper Penins
 The Lower Peninsula is a hub for manufacturing, forestry, agriculture, services, and high-tech industry.
 ENDINPUT
 BEGININSTRUCTION
-What is Michigan's capital?   
+What is Michigan's capital?
 Give me a JSON object with 3 facts from Foolo's article.
 What are the states that border Michigan?
 Reference?
@@ -578,12 +585,12 @@ void insert(char* key, char* value) {
         perror("malloc failed");
         exit(1);
     }
-    
+
     strcpy(parent->key, key);
     strcpy(parent->value, value);
-    
+
     parent->left = parent->right = NULL;
-    
+
     if (!tree) {
         tree = parent;
     } else {
@@ -599,7 +606,7 @@ char* search(char* key) {
         }
         current = current->right;
     }
-    
+
     return NULL;
 }
 
@@ -614,17 +621,17 @@ void print_tree() {
 void* accept_client(void* args) {
     int client_socket = *(int*)args;
     char buffer[1024];
-    
+
     while (1) {
         ssize_t bytes_received = recv(client_socket, buffer, sizeof(buffer), 0);
         if (bytes_received <= 0) {
             close(client_socket);
             break;
         }
-        
+
         char* input = buffer;
         char* input_token;
-        
+
         while ((input_token = strtok(input, " \n")) != NULL) {
             switch (input_token[0]) {
                 case 'G':
@@ -634,7 +641,7 @@ void* accept_client(void* args) {
                     }
                     printf("%s = %s\n", input_token, search(input_token));
                     break;
-                    
+
                 case 'S':
                     if (!strcmp(input_token, "SET")) {
                         char* key = strtok(NULL, " \n");
@@ -643,7 +650,7 @@ void* accept_client(void* args) {
                             perror("Invalid input");
                             exit(1);
                         }
-                        
+
                         insert(key, value);
                         printf("%s set %s to %s\n", input_token, key, value);
                     } else {
@@ -651,16 +658,16 @@ void* accept_client(void* args) {
                         exit(1);
                     }
                     break;
-                    
+
                 default:
                     perror("Invalid input");
                     exit(1);
             }
-            
+
             input = strtok(NULL, " \n");
         }
     }
-    
+
     return NULL;
 }
 
@@ -670,50 +677,50 @@ int main() {
         perror("socket failed");
         exit(1);
     }
-    
+
     struct sockaddr_in server_addr;
     memset(&server_addr, 0, sizeof(server_addr));
     server_addr.sin_family = AF_INET;
     server_addr.sin_port = htons(8080);
     server_addr.sin_addr.s_addr = INADDR_ANY;
-    
+
     if (bind(server_socket, (struct sockaddr*)&server_addr, sizeof(server_addr)) < 0) {
         perror("bind failed");
         exit(1);
     }
-    
+
     if (listen(server_socket, 5) < 0) {
         perror("listen failed");
         exit(1);
     }
-    
+
     pthread_t accept_thread;
     pthread_create(&accept_thread, NULL, accept_client, &server_socket);
-    
+
     char* client_input;
     int client_socket = accept(server_socket, (struct sockaddr*)NULL, NULL);
     if (client_socket < 0) {
         perror("accept failed");
         exit(1);
     }
-    
+
     while (1) {
         sleep(1);
-        
+
         char buffer[1024];
         ssize_t bytes_received = recv(client_socket, buffer, sizeof(buffer), 0);
         if (bytes_received <= 0) {
             close(client_socket);
             break;
         }
-        
+
         client_input = buffer;
         parse_input(client_input);
     }
-    
+
     close(client_socket);
     pthread_join(accept_thread, NULL);
-    
+
     return 0;
 }
 ```

config.json

@@ -1,24 +1,34 @@
 {
-    "_name_or_path": "airoboros-13b-gpt4-1.1",
-    "architectures": [
-        "LlamaForCausalLM"
-    ],
-    "bos_token_id": 0,
-    "eos_token_id": 1,
-    "hidden_act": "silu",
-    "hidden_size": 5120,
-    "initializer_range": 0.02,
-    "intermediate_size": 13824,
-    "max_position_embeddings": 2048,
-    "max_sequence_length": 2048,
-    "model_type": "llama",
-    "num_attention_heads": 40,
-    "num_hidden_layers": 40,
-    "pad_token_id": -1,
-    "rms_norm_eps": 1e-06,
-    "tie_word_embeddings": false,
-    "torch_dtype": "float32",
-    "transformers_version": "4.28.1",
-    "use_cache": true,
-    "vocab_size": 32000
+  "_name_or_path": "airoboros-13b-gpt4-1.1",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "bos_token_id": 0,
+  "eos_token_id": 1,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 13824,
+  "max_position_embeddings": 2048,
+  "max_sequence_length": 2048,
+  "model_type": "llama",
+  "num_attention_heads": 40,
+  "num_hidden_layers": 40,
+  "pad_token_id": -1,
+  "rms_norm_eps": 1e-06,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.28.1",
+  "use_cache": true,
+  "vocab_size": 32000,
+  "quantization_config": {
+    "bits": 4,
+    "group_size": 128,
+    "damp_percent": 0.01,
+    "desc_act": false,
+    "sym": true,
+    "true_sequential": true,
+    "model_file_base_name": "model",
+    "quant_method": "gptq"
+  }
 }

airoboros-13b-1.1-GPTQ-4bit-128g.no-act.order.safetensors → model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3838049b93cd627b0c6621ce736a7de5327325c11f614a52376ce3ad237f1d47
-size 8110988216
+oid sha256:8537ce34a1f54ed9b6f3db8ab1a6c989a62dcea3e988899ed536d25f5b0a4d97
+size 8110988272

quantize_config.json

@@ -1,8 +1,9 @@
 {
-    "bits": 4,
-    "group_size": 128,
-    "damp_percent": 0.01,
-    "desc_act": false,
-    "sym": true,
-    "true_sequential": true
+  "bits": 4,
+  "group_size": 128,
+  "damp_percent": 0.01,
+  "desc_act": false,
+  "sym": true,
+  "true_sequential": true,
+  "model_file_base_name": "model"
 }