From 3e1fe596e884e23c9715985b99581613fd4d20dc Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 2 Aug 2026 11:25:16 +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: Nondzu/Mistral-7B-codealpaca-lora Source: Original Platform --- .gitattributes | 35 ++++ README.md | 102 +++++++++++ added_tokens.json | 5 + config.json | 25 +++ generation_config.json | 6 + model-00001-of-00002.safetensors | 3 + model-00002-of-00002.safetensors | 3 + model.safetensors.index.json | 298 +++++++++++++++++++++++++++++++ pytorch_model-00001-of-00002.bin | 3 + pytorch_model-00002-of-00002.bin | 3 + pytorch_model.bin.index.json | 298 +++++++++++++++++++++++++++++++ run-humaneval.py | 56 ++++++ special_tokens_map.json | 11 ++ tokenizer.model | 3 + tokenizer_config.json | 50 ++++++ 15 files changed, 901 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00002.safetensors create mode 100644 model-00002-of-00002.safetensors create mode 100644 model.safetensors.index.json create mode 100644 pytorch_model-00001-of-00002.bin create mode 100644 pytorch_model-00002-of-00002.bin create mode 100644 pytorch_model.bin.index.json create mode 100644 run-humaneval.py create mode 100644 special_tokens_map.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fbe3ff8 --- /dev/null +++ b/README.md @@ -0,0 +1,102 @@ +--- +license: apache-2.0 +tags: +- code +- mistral +--- + +# Mistral-7B-codealpaca + +I am thrilled to introduce my Mistral-7B-codealpaca model. This variant is optimized and demonstrates potential in assisting developers as a coding companion. I welcome contributions from testers and enthusiasts to help evaluate its performance. + +## Training Details + +I trained the model using 3xRTX 3090 for 118 hours. +[![Built with Axolotl](https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png)](https://github.com/OpenAccess-AI-Collective/axolotl) + +## Quantised Model Links: + +1. https://huggingface.co/TheBloke/Mistral-7B-codealpaca-lora-GPTQ +2. https://huggingface.co/TheBloke/Mistral-7B-codealpaca-lora-GGUF +3. https://huggingface.co/TheBloke/Mistral-7B-codealpaca-lora-AWQ + +## Download by qBittorrent: + +#### Torrent file: https://github.com/Nondzu/LlamaTor/blob/torrents/torrents/Nondzu_Mistral-7B-codealpaca-lora.torrent + +## Dataset: + +- Dataset Name: theblackcat102/evol-codealpaca-v1 +- Dataset Link: [theblackcat102/evol-codealpaca-v1](https://huggingface.co/datasets/theblackcat102/evol-codealpaca-v1) + +## Prompt template: Alpaca + +``` +Below is an instruction that describes a task. Write a response that appropriately completes the request. + +### Instruction: +{prompt} + +### Response: + +``` + + +## Performance (evalplus) +Human eval plus: https://github.com/evalplus/evalplus + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/63729f35acef705233c87909/azE6LU0qQ9E9u60t5VrMk.png) + +Well, the results are better than I expected: +- Base: `{'pass@1': 0.47560975609756095}` +- Base + Extra: `{'pass@1': 0.4329268292682927}` + +For reference, I've provided the performance of the original Mistral model alongside my Mistral-7B-code-16k-qlora model. + +** [Nondzu/Mistral-7B-code-16k-qlora](https://huggingface.co/Nondzu/Mistral-7B-code-16k-qlora)**: + +- Base: `{'pass@1': 0.3353658536585366}` +- Base + Extra: `{'pass@1': 0.2804878048780488}` + +** [mistralai/Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1)**: + +- Base: `{'pass@1': 0.2926829268292683}` +- Base + Extra: `{'pass@1': 0.24390243902439024}` + +## Model Configuration: + +Here are the configurations for my Mistral-7B-codealpaca-lora: + +```yaml +base_model: mistralai/Mistral-7B-Instruct-v0.1 +base_model_config: mistralai/Mistral-7B-Instruct-v0.1 +model_type: MistralForCausalLM +tokenizer_type: LlamaTokenizer +is_mistral_derived_model: true +load_in_8bit: true +load_in_4bit: false +strict: false +datasets: + - path: theblackcat102/evol-codealpaca-v1 + type: oasst +dataset_prepared_path: +val_set_size: 0.01 +output_dir: ./nondzu/Mistral-7B-codealpaca-test14 +adapter: lora +sequence_len: 4096 +sample_packing: true +pad_to_sequence_len: true +lora_r: 32 +lora_alpha: 16 +lora_dropout: 0.05 +lora_target_modules: +lora_target_linear: true +``` + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/63729f35acef705233c87909/5nPgL3ajROKf7dttf4BO0.png) + +## Additional Projects: + +For other related projects, you can check out: + +- [LlamaTor on GitHub](https://github.com/Nondzu/LlamaTor) \ No newline at end of file diff --git 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DistributedDataParallel as DDP +from evalplus.data import get_human_eval_plus, write_jsonl +import os +from tqdm import tqdm # import tqdm + +def setup(rank, world_size): + os.environ['MASTER_ADDR'] = 'localhost' + os.environ['MASTER_PORT'] = '12355' + dist.init_process_group("gloo", rank=rank, world_size=world_size) + +def cleanup(): + dist.destroy_process_group() + +def generate_one_completion(ddp_model, tokenizer, prompt: str): + tokenizer.pad_token = tokenizer.eos_token + inputs = tokenizer(prompt, return_tensors="pt", truncation=True, max_length=4096) + + # Generate + generate_ids = ddp_model.module.generate(inputs.input_ids.to("cuda"), max_new_tokens=384, do_sample=True, top_p=0.75, top_k=40, temperature=0.1, pad_token_id=tokenizer.eos_token_id) + completion = tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0] + completion = completion.replace(prompt, "").split("\n\n\n")[0] + + print("-------------------") + print(completion) + return completion + +def run(rank, world_size): + setup(rank, world_size) + + model_path = "Nondzu/Mistral-7B-codealpaca-lora" + model = LlamaForCausalLM.from_pretrained(model_path,load_in_8bit=True) + ddp_model = DDP(model, device_ids=[rank]) + tokenizer = AutoTokenizer.from_pretrained(model_path) + + problems = get_human_eval_plus() + num_samples_per_task = 1 + + samples = [ + dict(task_id=task_id, completion=generate_one_completion(ddp_model, tokenizer, problems[task_id]["prompt"])) + for task_id in tqdm(problems) # add tqdm here + for _ in range(num_samples_per_task) + ] + write_jsonl(f"samples-Nondzu-Mistral-7B-codealpaca-lora-rank{rank}.jsonl", samples) + + cleanup() + +def main(): + world_size = 1 + mp.spawn(run, args=(world_size,), nprocs=world_size, join=True) + +if __name__=="__main__": + main() diff --git a/special_tokens_map.json b/special_tokens_map.json new file mode 100644 index 0000000..8cd5f1e --- /dev/null +++ b/special_tokens_map.json @@ -0,0 +1,11 @@ +{ + "additional_special_tokens": [ + "", + "", + "" + ], + "bos_token": "", + "eos_token": "", + "pad_token": "", + "unk_token": "" +} diff --git a/tokenizer.model b/tokenizer.model new file mode 100644 index 0000000..8b443ef --- /dev/null +++ b/tokenizer.model @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055 +size 493443 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..6113e25 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,50 @@ +{ + "add_bos_token": true, + "add_eos_token": false, + "added_tokens_decoder": { + "0": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "1": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false, + "special": true + }, + "2": { + "content": "", + "lstrip": false, + "normalized": false, + "rstrip": 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