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https://github.com/LostRuins/koboldcpp.git
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added new flag nofastforward allowing users to disable fast forwarding
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parent
48e9372337
commit
3813f6c517
4 changed files with 25 additions and 4 deletions
1
expose.h
1
expose.h
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@ -45,6 +45,7 @@ struct load_model_inputs
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const bool use_mlock = false;
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const bool use_smartcontext = false;
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const bool use_contextshift = false;
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const bool use_fastforward = false;
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const int clblast_info = 0;
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const int cublas_info = 0;
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const char * vulkan_info = nullptr;
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@ -1688,6 +1688,7 @@ ModelLoadResult gpttype_load_model(const load_model_inputs inputs, FileFormat in
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kcpp_data->model_filename = inputs.model_filename;
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kcpp_data->use_smartcontext = inputs.use_smartcontext;
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kcpp_data->use_contextshift = inputs.use_contextshift;
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kcpp_data->use_fastforward = inputs.use_fastforward;
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debugmode = inputs.debugmode;
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auto clamped_max_context_length = inputs.max_context_length;
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@ -2950,9 +2951,12 @@ generation_outputs gpttype_generate(const generation_inputs inputs)
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if (file_format == FileFormat::RWKV_1 || file_format==FileFormat::RWKV_2 || is_mamba || is_rwkv_new)
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{
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if(!blank_prompt)
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{
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if(kcpp_data->use_fastforward)
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{
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ContextFastForward(current_context_tokens, embd_inp, n_past, last_n_tokens, nctx, smartcontext, false, true);
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}
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}
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if(is_mamba || is_rwkv_new)
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{
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if(n_past==0)
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@ -2971,13 +2975,16 @@ generation_outputs gpttype_generate(const generation_inputs inputs)
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bool triggersc = kcpp_data->use_smartcontext;
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if(!blank_prompt) //special case for blank prompts, no fast forward or shifts
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{
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if(kcpp_data->use_contextshift && (file_format == FileFormat::GGUF_GENERIC))
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if(kcpp_data->use_fastforward && kcpp_data->use_contextshift && (file_format == FileFormat::GGUF_GENERIC))
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{
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PurgeMissingTokens(llama_ctx_v4, current_context_tokens, embd_inp, inputs.max_length, nctx);
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triggersc = false;
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}
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if(kcpp_data->use_fastforward)
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{
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ContextFastForward(current_context_tokens, embd_inp, n_past, last_n_tokens, nctx, smartcontext, triggersc, false);
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}
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}
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if(file_format == FileFormat::GGUF_GENERIC)
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{
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llama_kv_cache_seq_rm(llama_ctx_v4, 0, n_past, -1);
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14
koboldcpp.py
14
koboldcpp.py
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@ -129,6 +129,7 @@ class load_model_inputs(ctypes.Structure):
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("use_mlock", ctypes.c_bool),
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("use_smartcontext", ctypes.c_bool),
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("use_contextshift", ctypes.c_bool),
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("use_fastforward", ctypes.c_bool),
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("clblast_info", ctypes.c_int),
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("cublas_info", ctypes.c_int),
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("vulkan_info", ctypes.c_char_p),
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@ -869,6 +870,7 @@ def load_model(model_filename):
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inputs.mmproj_filename = args.mmproj.encode("UTF-8") if args.mmproj else "".encode("UTF-8")
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inputs.use_smartcontext = args.smartcontext
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inputs.use_contextshift = (0 if args.noshift else 1)
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inputs.use_fastforward = (0 if args.nofastforward else 1)
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inputs.flash_attention = args.flashattention
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if args.quantkv>0:
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inputs.quant_k = inputs.quant_v = args.quantkv
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@ -2494,6 +2496,7 @@ def show_gui():
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rowsplit_var = ctk.IntVar()
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contextshift = ctk.IntVar(value=1)
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fastforward = ctk.IntVar(value=1)
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remotetunnel = ctk.IntVar(value=0)
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smartcontext = ctk.IntVar()
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flashattention = ctk.IntVar(value=0)
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@ -2739,10 +2742,16 @@ def show_gui():
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gpu_choice_var.trace("w", changed_gpu_choice_var)
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gpulayers_var.trace("w", changed_gpulayers_estimate)
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def togglefastforward(a,b,c):
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if fastforward.get()==0:
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contextshift.set(0)
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togglectxshift(1,1,1)
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def togglectxshift(a,b,c):
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if contextshift.get()==0:
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smartcontextbox.grid()
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else:
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fastforward.set(1)
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smartcontextbox.grid_remove()
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if contextshift.get()==0 and flashattention.get()==1:
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@ -2951,7 +2960,7 @@ def show_gui():
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# tokens checkboxes
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smartcontextbox = makecheckbox(tokens_tab, "Use SmartContext", smartcontext, 1,tooltiptxt="Uses SmartContext. Now considered outdated and not recommended.\nCheck the wiki for more info.")
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makecheckbox(tokens_tab, "Use ContextShift", contextshift, 2,tooltiptxt="Uses Context Shifting to reduce reprocessing.\nRecommended. Check the wiki for more info.", command=togglectxshift)
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makecheckbox(tokens_tab, "Use FastForwarding", fastforward, 3,tooltiptxt="Use fast forwarding to recycle previous context (always reprocess if disabled).\nRecommended.", command=togglefastforward)
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# context size
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makeslider(tokens_tab, "Context Size:",contextsize_text, context_var, 0, len(contextsize_text)-1, 20, width=280, set=5,tooltip="What is the maximum context size to support. Model specific. You cannot exceed it.\nLarger contexts require more memory, and not all models support it.")
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@ -3151,6 +3160,7 @@ def show_gui():
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args.smartcontext = smartcontext.get()==1
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args.flashattention = flashattention.get()==1
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args.noshift = contextshift.get()==0
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args.nofastforward = fastforward.get()==0
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args.remotetunnel = remotetunnel.get()==1
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args.foreground = keepforeground.get()==1
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args.quiet = quietmode.get()==1
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@ -3300,6 +3310,7 @@ def show_gui():
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smartcontext.set(1 if "smartcontext" in dict and dict["smartcontext"] else 0)
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flashattention.set(1 if "flashattention" in dict and dict["flashattention"] else 0)
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contextshift.set(0 if "noshift" in dict and dict["noshift"] else 1)
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fastforward.set(0 if "nofastforward" in dict and dict["nofastforward"] else 1)
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remotetunnel.set(1 if "remotetunnel" in dict and dict["remotetunnel"] else 0)
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keepforeground.set(1 if "foreground" in dict and dict["foreground"] else 0)
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quietmode.set(1 if "quiet" in dict and dict["quiet"] else 0)
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@ -4645,6 +4656,7 @@ if __name__ == '__main__':
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advparser.add_argument("--blasthreads", help="Use a different number of threads during BLAS if specified. Otherwise, has the same value as --threads",metavar=('[threads]'), type=int, default=0)
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advparser.add_argument("--lora", help="LLAMA models only, applies a lora file on top of model. Experimental.", metavar=('[lora_filename]', '[lora_base]'), nargs='+')
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advparser.add_argument("--noshift", help="If set, do not attempt to Trim and Shift the GGUF context.", action='store_true')
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advparser.add_argument("--nofastforward", help="If set, do not attempt to fast forward GGUF context (always reprocess). Will also enable noshift", action='store_true')
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advparser.add_argument("--nommap", help="If set, do not use mmap to load newer models", action='store_true')
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advparser.add_argument("--usemlock", help="Enables mlock, preventing the RAM used to load the model from being paged out. Not usually recommended.", action='store_true')
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advparser.add_argument("--noavx2", help="Do not use AVX2 instructions, a slower compatibility mode for older devices.", action='store_true')
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@ -54,6 +54,7 @@ struct kcpp_params {
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bool flash_attn = false; // flash attention
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bool use_smartcontext = false;
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bool use_contextshift = false;
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bool use_fastforward = false;
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};
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// default hparams (GPT-J 6B)
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