trained on 8192x8 seqs up to 1024 tokens, ends at loss of ~0.69. projector is simple linear layer, `nn.Linear(hidden_size, hidden_size)` compression during training ranges from 1-64 NL toks / Embed toks, about 20.97 on average ## Samples: ### Stackexchange Question Original: > User asked: How to charge a battery when the charging socket is broken? > > First of all I'll explain my situation: I own a Bluetooth speaker, more precisely this one: Due to my clumsy hands it fell while the USB cable was connected to the charging socket, and the USB socket split from the speaker's board. All features of the speakers work great, but I cannot charge it without the socket. One solution might be to solder the socket back to the mainframe, but it doesn't seem a good idea with my standard soldering iron. However, I can access to the battery which shows the black and red cable. I'm not sure if I could charge the battery by connecting directly to a 5V source, or maybe that is not that simple and could damage the rest of the mainboard. Maybe I should take the battery out every time I would need to charge it... maybe you guys knows a better way to connect a charging circuit to this cables and perform a new charging socket in the speakers box. Could you please give me a hand on this? > Encoded then decoded: > User asked: How to charge a battery when the charging socket is broken? > > First off I'll explain my situation: I own a Bluetooth speaker called this one since 18.01/08] which uses the CE10 battery pack. While it was hanging from the side, the USB socket was connected to the charger and the USB socket split from the speaker's board. /'s speaker doesn't work, while the charge it has is absolutely fine. I cannot charge the speaker without it, but I want to know how to solve the problem. One option might be to solder the socket back to the main board, but it seems a bad idea with my standard soldering iron. However, I don't have access to the accessory which shows the black and red cable I'm sure. I can't charge by directly connecting the battery, or maybe that is not the worst thing that could happen. And I guess that only the right side of the cable could be bad. But maybe not, maybe I just made a mistake in me. So, by the way, how can charges the cable to the speakers in a new and different way? Could you please give me a hand on this? > ### Textfile Original: ``` 1990 July 12 at 11:17 EDT To: David Walker FROM: Jeff Sharpe I thought this was pretty funny. This is a true IBM ordering information quote from one of their catalogues. Pass it on... This is an actual alert to IBM Field Engineers that went out to all IBM Branch Offices. The person who wrote it was very serious. The rest of us may find it rather funny. __________________________________________________________________ Abstract: Mouse Balls Available as FRU (Field Replacement Unit) Mouse balls are now available as FRU. Therefore, if a mouse fails to operate or should it perform erratically, it may need a ball replacement. Because of the delicate nature of this procedure, replacement of mouse balls should only be attempted by properly trained personnel. Before proceeding, determine the type of mouse balls by examining the underside of the mouse. Domestic balls will be larger and harder than foreign balls. Ball removal procedures differ depending upon manufacturer of the mouse. Foreign balls can be replaced using the pop-off method. Domestic balls are replaced using the twist-off method. Mouse balls are not usually static sensitive. However, excessive handling can result in sudden discharge. Upon completion of ball replacement, the mouse may be used immediately. It is recommended that each replacer have a pair of spare balls for maintaining optimum customer satisfaction. Any customer missing his balls should suspect local personnel of removing these necessary items. To re-order, specify one of the following: P/N 33f8462 - Domestic Mouse Balls P/N 33f8461 - Foreign Mouse Balls X-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-X Another file downloaded from: NIRVANAnet(tm) & the Temple of the Screaming Electron Jeff Hunter 510-935-5845 Rat Head Ratsnatcher 510-524-3649 Burn This Flag Zardoz 408-363-9766 realitycheck Poindexter Fortran 415-567-7043 Lies Unlimited Mick Freen 415-583-4102 Specializing in conversations, obscure information, high explosives, arcane knowledge, political extremism, diversive sexuality, insane speculation, and wild rumours. ALL-TEXT BBS SYSTEMS. Full access for first-time callers. We don't want to know who you are, where you live, or what your phone number is. We are not Big Brother. "Raw Data for Raw Nerves" X-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-=-X ``` Encoded then decoded: ``` July 9, 1997 at 11:17 AM From: David Walker To: Edward Decker Hey, this is a pretty funny. I thought it was 120. This is a funny IBM order detail report from one of their computer information systems. Allow me to pass this on to you as an alert to Evans Field. This is an actual IBM alert to Field Officers that went out yesterday night/early Sunday morning: Alert to Field Officers: This is an incident of an actual IBM computer machine crashing. The report says that it is a software problem or should it fail to perform, a malfunctionary error may occur. It is the responsibility of the receiving party to examine the details of the problem before contacting IBM. In order to do a proper diagnosis, the report states. Check the dominant computer of the machine that is causing the crash. Under normal circumstances, the IBM system would automatically perform a restart. However in this case, the dominant computer stopped responding. Manual Diagnosis: 1. Call for assistance 2. Replace the floppy with a working floppy. 3. Remove disks from the Floppy controller. 4. The floppy drive must not be in use. Static Diagnosis: 1. Check floppies 2. Use a known functional floppy. 3. Check flopper ROMs of 4 floppy controllers 4. Check Floppy 1 and Floppy 2 controller ROMs. 5. Turn in Floppy 3 controller ROM. 6. Check Floppy 4 floppy controller ROM. Once the above list has checks out, a proper repair can begin. I suggest that each replacer have a pair of spare mains. Any customer missing his suspect floppy should check local persons to remove necessary items of this floppy. Rationale: A static diagnosis may verify the fault. Computer systems are very sensitive to static. Under the stress of operating in a humid environment and electricity, the system must be protected from static discharge. Even high voltages, during unexpected surges, may cause system failure. Thus, sudden examination may result in excessive discharge. Consequently, upon completion of the assembly, the module may be used. Just so you know, 1-800-AAA-PCB is all the way to the east coast. Date: Wed, 5 Jun 1996 02:41:34 -0700 From: David Walker How about the IBM 2400 - 46p3F-2 - 1669X Fixed Logic board. Would need to get a new one. This was passed to me by a good and reliable source. ``` ### LLM Prompt Original: ``` The following code has issue of resources not closed: private void readTheFile() throws IOException { Path path = Paths.get(this.fileName); BufferedReader reader = Files.newBufferedReader(path, this.charset); reader.close(); Files.lines("input.txt").forEach(System.out::println); } private void transformTextInFile() { OutputStream stream = null; try { for (String property : propertyList) { stream = new FileOutputStream("myfile.txt"); } } catch (Exception e) { } finally { stream.close(); } } give code that fix this issue ``` Encoded then decoded: ``` The following code has issue of resources not closed: private void readTheFile() { Path path = Paths.get(this.fileName); BufferedReader br = new BufferedReader(this.fileChooser.getNewData()); reader.close(); Files.lines(path).forEach(System.out::println); } private void transformTextInFile() { OutputStream stream = null; try { for (String property : listProperty.get()) { String newString = property.replace(backupChar,forwardChar); try { newFile.createNewFile(); } catch(IOException ioe) { // System.out.printf("%s\n", ioe.getMessage()); } finally { stream.close(); System.out.println(fs); } } } give code that fix this issue ```