From 92b628d934cf50e082d1b8b7caec6db6c6c12bb9 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 8 Jun 2026 18:56:18 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mecha-org/linux-command-generator-llama3.2-1b Source: Original Platform --- .gitattributes | 38 + Modelfile | 57 ++ README.md | 191 ++++ config.json | 3 + generation_config.json | 14 + model.safetensors | 3 + special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer_config.json | 2067 +++++++++++++++++++++++++++++++++++++++ unsloth.F16.gguf | 3 + unsloth.Q4_K_M.gguf | 3 + 11 files changed, 2405 insertions(+) create mode 100644 .gitattributes create mode 100644 Modelfile create mode 100644 README.md create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model.safetensors create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json create mode 100644 unsloth.F16.gguf create mode 100644 unsloth.Q4_K_M.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..96b843e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +unsloth.F16.gguf filter=lfs diff=lfs merge=lfs -text +unsloth.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Modelfile b/Modelfile new file mode 100644 index 0000000..3b27327 --- /dev/null +++ b/Modelfile @@ -0,0 +1,57 @@ + +FROM /kaggle/working/hrsvrn/linux-command-generator-llama3.1-1b/unsloth.F16.gguf +TEMPLATE """{{ if .Messages }} +{{- if or .System .Tools }}<|start_header_id|>system<|end_header_id|> +{{- if .System }} + +{{ .System }} +{{- end }} +{{- if .Tools }} + +You are a helpful assistant with tool calling capabilities. When you receive a tool call response, use the output to format an answer to the original use question. +{{- end }} +{{- end }}<|eot_id|> +{{- range $i, $_ := .Messages }} +{{- $last := eq (len (slice $.Messages $i)) 1 }} +{{- if eq .Role "user" }}<|start_header_id|>user<|end_header_id|> +{{- if and $.Tools $last }} + +Given the following functions, please respond with a JSON for a function call with its proper arguments that best answers the given prompt. + +Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}. Do not use variables. + +{{ $.Tools }} +{{- end }} + +{{ .Content }}<|eot_id|>{{ if $last }}<|start_header_id|>assistant<|end_header_id|> + +{{ end }} +{{- else if eq .Role "assistant" }}<|start_header_id|>assistant<|end_header_id|> +{{- if .ToolCalls }} + +{{- range .ToolCalls }}{"name": "{{ .Function.Name }}", "parameters": {{ .Function.Arguments }}}{{ end }} +{{- else }} + +{{ .Content }}{{ if not $last }}<|eot_id|>{{ end }} +{{- end }} +{{- else if eq .Role "tool" }}<|start_header_id|>ipython<|end_header_id|> + +{{ .Content }}<|eot_id|>{{ if $last }}<|start_header_id|>assistant<|end_header_id|> + +{{ end }} +{{- end }} +{{- end }} +{{- else }} +{{- if .System }}<|start_header_id|>system<|end_header_id|> + +{{ .System }}<|eot_id|>{{ end }}{{ if .Prompt }}<|start_header_id|>user<|end_header_id|> + +{{ .Prompt }}<|eot_id|>{{ end }}<|start_header_id|>assistant<|end_header_id|> + +{{ end }}{{ .Response }}{{ if .Response }}<|eot_id|>{{ end }}""" +PARAMETER stop "<|start_header_id|>" +PARAMETER stop "<|end_header_id|>" +PARAMETER stop "<|eot_id|>" +PARAMETER stop "<|eom_id|>" +PARAMETER temperature 1.5 +PARAMETER min_p 0.1 \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..6ac52b8 --- /dev/null +++ b/README.md @@ -0,0 +1,191 @@ +--- +title: Linux Command Generator (Llama 3.2 1B) +tags: + - text-generation + - instruction-tuned + - llama + - unsloth + - lora + - linux + - command-generation +license: other +language: + - en +library_name: transformers +pipeline_tag: text-generation +datasets: + - custom +base_model: unsloth/Llama-3.2-1B-Instruct +--- + +### mecha-org/linux-command-generator-llama3.2-1b + +Natural language → Linux command. A compact Llama 3.2 1B Instruct model fine‑tuned (LoRA) to turn plain‑English requests into correct shell commands. + +## Video Demonstration of the model running on the Mecha Comet + +For more information of the Mecha Comet, our pocket little handheld computer - click here + +### TL;DR +- Base: `unsloth/Llama-3.2-1B-Instruct` +- Method: LoRA (r=16, alpha=16, dropout=0) +- Context: 2048 tokens +- Data: 8,669 pairs across 11 categories +- Use cases: quick command lookup, learning CLI, automation + +## Run with Ollama (baby steps) + +1) Install Ollama: see `https://ollama.com/download`. + +2) Verify install: +```bash +ollama --version +``` + +3) Run the model interactively: +```bash +ollama run mecha-org/linux-command-generator-llama3.2-1b +``` +Then type a request, e.g.: +- "List all files in the current directory with detailed information" +- "Compress the file data.txt using bzip2" +- "Find all .py files in the current directory and subdirectories" + +Press Ctrl+C to exit. + +4) One‑off (non‑interactive): +```bash +ollama run mecha-org/linux-command-generator-llama3.2-1b -p "Display the first 5 lines of access.log" +# Expected: head -n 5 access.log +``` + +5) Get command‑only answers (when needed): +```bash +ollama run mecha-org/linux-command-generator-llama3.2-1b -p "Output only the command with no explanation. Show system information including kernel version" +# Expected: uname -a +``` + + +### Use a local GGUF with Ollama (fallback) +If you have `model.gguf`, put it next to a `Modelfile`: + +``` +FROM ./model.gguf +PARAMETER temperature 0.2 +PARAMETER top_p 0.9 +PARAMETER num_ctx 2048 +SYSTEM You are a Linux command generator. Output only the command with no explanation. +TEMPLATE {{ .Prompt }} +``` + +Create and run: +```bash +ollama create linux-cmd-gen -f Modelfile +ollama run linux-cmd-gen -p "Find all .py files recursively" +# Expected: find . -name "*.py" +``` + +## Other ways to use (optional) + +### Transformers +```python +from transformers import AutoModelForCausalLM, AutoTokenizer +import torch + +model_id = "mecha-org/linux-command-generator-llama3.2-1b" +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype=torch.float16 if torch.cuda.is_available() else None) + +def generate_command(description: str) -> str: + messages = [{"role": "user", "content": description}] + inputs = tokenizer.apply_chat_template(messages, tokenize=True, add_generation_prompt=True, return_tensors="pt") + if torch.cuda.is_available(): + inputs = inputs.to(model.device) + model = model.to("cuda") + outputs = model.generate(input_ids=inputs, max_new_tokens=64) + return tokenizer.decode(outputs[0], skip_special_tokens=True) + +print(generate_command("List all files in the current directory with detailed information")) +# -> ls -la +``` + +### Unsloth +```python +from unsloth import FastLanguageModel + +model_id = "mecha-org/linux-command-generator-llama3.2-1b" +model, tokenizer = FastLanguageModel.from_pretrained(model_name=model_id, max_seq_length=2048) +FastLanguageModel.for_inference(model) + +msgs = [{"role": "user", "content": "Compress the file data.txt using bzip2"}] +inputs = tokenizer.apply_chat_template(msgs, tokenize=True, add_generation_prompt=True, return_tensors="pt") +output = model.generate(input_ids=inputs, max_new_tokens=32) +print(tokenizer.decode(output[0], skip_special_tokens=True)) +# -> bzip2 data.txt +``` + +## Example prompts → commands +- "Show system information including kernel version" → `uname -a` +- "Find all .py files in the current directory and subdirectories" → `find . -name "*.py"` +- "Display the first 5 lines of access.log" → `head -n 5 access.log` +- "Change permissions of script.sh to make it executable for owner" → `chmod +x script.sh` +- "Create a tar archive backup.tar containing all files in the documents folder" → `tar -cf backup.tar documents/` + +## Dataset (overview) +8,669 input→command pairs across: +- Compression & Archiving: bzip2, gzip, tar, zip +- File & Directory: cd, cp, find, ls, mkdir, mv, pwd, rm, rmdir, touch +- Permissions & Ownership: chgrp, chmod, chown +- Viewing & Editing: cat, echo, head, less, tail, vim +- Networking: curl, dig, host, ifconfig, ip, netstat, ping, ssh, wget +- Package mgmt: apt, dpkg +- Process mgmt: kill, killall, nice, pkill, renice +- Search & Filter: awk, grep, locate, sed +- System info/monitoring: df, du, free, top, uname +- User/group: useradd, usermod, groupadd, passwd, sudo +- Misc/system control: cron, systemctl, tmux, screen, service + +Format: +```json +{"input": "Describe what you want to do", "output": "linux_command_here"} +``` + +## Training details +- Base: `unsloth/Llama-3.2-1B-Instruct` +- LoRA on attention + MLP projections: + - r=16, lora_alpha=16, lora_dropout=0 + - target_modules: ["q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj"] +- Max sequence length: 2048 +- SFT on responses only (TRL SFTTrainer), Unsloth-optimized +- Example hparams: per‑device batch 2, grad accum 4, epochs 3, lr 2e‑4 +- Reference: Tesla P100 16GB (~45 minutes), ~2.8GB VRAM (adapters) + +## Safety and responsible use +- Always inspect commands before executing. +- Avoid destructive operations unless you fully understand consequences. +- For apps, add denylists and validations (e.g., block `rm -rf /`, `mkfs`, `dd`). + +## Notes on GGUF +- Works with `llama.cpp` and Ollama. +- Typical memory (approx.): q4_k_s ~600MB, q4_k_m ~700MB, q8_0 ~1.1GB, f16 ~2.2GB. + +## License +Derived from Meta Llama 3.2. Use must comply with the base model license. Check your deployment context for any additional constraints. + +## Citation +``` +@software{hrsvrn_linux_command_generator_llama32_1b, + author = {Harshvardhan Vatsa}, + title = {Linux Command Generator (Llama 3.2 1B)}, + year = {2025}, + url = {https://huggingface.co/mecha-org/linux-command-generator-llama3.2-1b} +} +``` + +## Acknowledgements +- Base: `unsloth/Llama-3.2-1B-Instruct` +- Libraries: `unsloth`, `transformers`, `trl`, `accelerate`, `bitsandbytes` + diff --git a/config.json b/config.json new file mode 100644 index 0000000..a4ba21b --- /dev/null +++ b/config.json @@ -0,0 +1,3 @@ +{ + "model_type": "llama" +} \ No newline at end of file diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..defdf5a --- /dev/null +++ b/generation_config.json @@ -0,0 +1,14 @@ +{ + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "max_length": 131072, + "pad_token_id": 128004, + "temperature": 0.6, + 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date_string is defined %}\n {%- set date_string = \"26 July 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content'] %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\n\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n {{- \"Environment: ipython\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\n\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\n\" }}\n{{- \"Today Date: \" + date_string + \"\n\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\n\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\n\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content'] %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\n\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\n\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\n\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\n\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}}\n {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n {%- for arg_name, arg_val in tool_call.arguments | items %}\n {{- arg_name + '=\"' + arg_val + '\"' }}\n {%- if not loop.last %}\n {{- \", \" }}\n {%- endif %}\n {%- endfor %}\n {{- \")\" }}\n {%- else %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {%- endif %}\n {%- if builtin_tools is defined %}\n {#- This means we're in ipython mode #}\n {{- \"<|eom_id|>\" }}\n {%- else %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\n\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }}\n{%- endif %}\n", + "clean_up_tokenization_spaces": true, + "eos_token": "<|eot_id|>", + "extra_special_tokens": {}, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|finetune_right_pad_id|>", + "padding_side": "right", + "tokenizer_class": "PreTrainedTokenizer", + "unk_token": null +} diff --git a/unsloth.F16.gguf b/unsloth.F16.gguf new file mode 100644 index 0000000..cbfe824 --- /dev/null +++ b/unsloth.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae6c2b1d4f80cdf5e2bb468a556509b0455e8e6c1cd5276b84b5d7c1d24a0edd +size 2479595936 diff --git a/unsloth.Q4_K_M.gguf b/unsloth.Q4_K_M.gguf new file mode 100644 index 0000000..7913ed4 --- /dev/null +++ b/unsloth.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:322b54702fe7a8e1083c0828f202d748404ea86e52889f0d3b3247cde913b574 +size 807694752