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Model: smcleod/Qwen2.5-Coder-7B-Instruct-Q8_0-GGUF
Source: Original Platform

.gitattributes

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+qwen2.5-coder-7b-instruct-q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+base_model: Qwen/Qwen2.5-Coder-7B-Instruct
+language:
+- en
+library_name: transformers
+license: apache-2.0
+license_link: https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct/blob/main/LICENSE
+pipeline_tag: text-generation
+tags:
+- code
+- codeqwen
+- chat
+- qwen
+- qwen-coder
+- llama-cpp
+- gguf-my-repo
+---
+
+# smcleod/Qwen2.5-Coder-7B-Instruct-Q8_0-GGUF
+This model was converted to GGUF format from [`Qwen/Qwen2.5-Coder-7B-Instruct`](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
+Refer to the [original model card](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct) for more details on the model.
+
+
+## Ollama Modelfile (draft/beta!)
+
+```
+
+#  ollama create qwen2.5-coder-7b-instruct:q8_0 -f modelfiles/Modelfile-qwen2.5-coder
+
+FROM ../qwen2.5-coder-7b-instruct-q8_0.gguf
+
+# This is Sam's hacked up template 2024-09-19
+TEMPLATE """
+{{- $fim_prefix := .FIMPrefix -}}
+{{- $fim_suffix := .FIMSuffix -}}
+{{- $repo_name := .RepoName -}}
+{{- $files := .Files -}}
+{{- $has_tools := gt (len .Tools) 0 -}}
+{{- if $fim_prefix -}}
+<|fim_prefix|>{{ $fim_prefix }}<|fim_suffix|>{{ $fim_suffix }}<|fim_middle|>
+{{- else if $repo_name -}}
+<|repo_name|>{{ $repo_name }}
+{{- range $files }}
+<|file_sep|>{{ .Path }}
+{{ .Content }}
+{{- end }}
+{{- else -}}
+{{- if or .System $has_tools -}}
+<|im_start|>system
+{{- if .System }}
+{{ .System }}
+{{- end }}
+{{- if $has_tools }}
+
+# Tools
+
+You may call one or more functions to assist with the user query.
+
+You are provided with function signatures within <tools></tools> XML tags:
+<tools>
+{{- range .Tools }}
+{"type": "function", "function": {{ .Function }}}
+{{- end }}
+</tools>
+
+For each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:
+<tool_call>
+{"name": <function-name>, "arguments": <args-json-object>}
+</tool_call>
+{{- end }}
+<|im_end|>
+{{- end }}
+{{- if .Messages }}
+{{- range $i, $message := .Messages }}
+{{- if eq .Role "user" }}<|im_start|>user
+{{ .Content }}<|im_end|>
+{{- else if eq .Role "assistant" }}<|im_start|>assistant
+{{- if .Content }}{{ .Content }}
+{{- else if .ToolCalls }}<tool_call>
+{{- range .ToolCalls }}
+{"name": "{{ .Function.Name }}", "arguments": {{ .Function.Arguments }}}
+{{- end }}
+</tool_call>
+{{- end }}<|im_end|>
+{{- else if eq .Role "tool" }}<|im_start|>user
+<tool_response>
+{{ .Content }}
+</tool_response><|im_end|>
+{{- end }}
+{{- end }}
+{{- else if .Prompt -}}
+<|im_start|>user
+{{ .Prompt }}<|im_end|>
+{{- end -}}
+<|im_start|>assistant
+{{ .Response }}
+{{- end -}}
+"""
+
+PARAMETER stop "<|im_start|>"
+PARAMETER stop "<|im_end|>"
+PARAMETER stop "<|fim_prefix|>"
+PARAMETER stop "<|fim_suffix|>"
+PARAMETER stop "<|fim_middle|>"
+PARAMETER stop "<|repo_name|>"
+PARAMETER stop "<|file_sep|>"
+
+### Tuning ##
+PARAMETER num_ctx 16384
+PARAMETER temperature 0.3
+PARAMETER top_p 0.8
+
+#  PARAMETER num_batch 1024
+#  PARAMETER num_keep 512
+#  PARAMETER presence_penalty 0.2
+#  PARAMETER frequency_penalty 0.2
+#  PARAMETER repeat_last_n 50
+```
+
+## Use with llama.cpp
+Install llama.cpp through brew (works on Mac and Linux)
+
+```bash
+brew install llama.cpp
+
+```
+Invoke the llama.cpp server or the CLI.
+
+### CLI:
+```bash
+llama-cli --hf-repo smcleod/Qwen2.5-Coder-7B-Instruct-Q8_0-GGUF --hf-file qwen2.5-coder-7b-instruct-q8_0.gguf -p "The meaning to life and the universe is"
+```
+
+### Server:
+```bash
+llama-server --hf-repo smcleod/Qwen2.5-Coder-7B-Instruct-Q8_0-GGUF --hf-file qwen2.5-coder-7b-instruct-q8_0.gguf -c 2048
+```
+
+Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
+
+Step 1: Clone llama.cpp from GitHub.
+```
+git clone https://github.com/ggerganov/llama.cpp
+```
+
+Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
+```
+cd llama.cpp && LLAMA_CURL=1 make
+```
+
+Step 3: Run inference through the main binary.
+```
+./llama-cli --hf-repo smcleod/Qwen2.5-Coder-7B-Instruct-Q8_0-GGUF --hf-file qwen2.5-coder-7b-instruct-q8_0.gguf -p "The meaning to life and the universe is"
+```
+or 
+```
+./llama-server --hf-repo smcleod/Qwen2.5-Coder-7B-Instruct-Q8_0-GGUF --hf-file qwen2.5-coder-7b-instruct-q8_0.gguf -c 2048
+```

qwen2.5-coder-7b-instruct-q8_0.gguf

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+size 8098525696