From 979a39e75ac1b37b420fd45887764afd5f8ea4c3 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 26 May 2026 11:10:41 +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: macadeliccc/laser-dolphin-mixtral-4x7b-dpo Source: Original Platform --- .gitattributes | 36 + README.md | 229 + added_tokens.json | 3 + config.json | 30 + dolphin-cpp-2.png | Bin 0 -> 119912 bytes dolphin_moe.png | 3 + mergekit_moe_config.yml | 59 + model-00001-of-00005.safetensors | 3 + model-00002-of-00005.safetensors | 3 + model-00003-of-00005.safetensors | 3 + model-00004-of-00005.safetensors | 3 + model-00005-of-00005.safetensors | 3 + model.safetensors.index.json | 1 + special_tokens_map.json | 29 + tokenizer.json | 91129 +++++++++++++++++++++++++++++ tokenizer.model | 3 + tokenizer_config.json | 46 + 17 files changed, 91583 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 config.json create mode 100644 dolphin-cpp-2.png create mode 100644 dolphin_moe.png create mode 100644 mergekit_moe_config.yml create mode 100644 model-00001-of-00005.safetensors create mode 100644 model-00002-of-00005.safetensors create mode 100644 model-00003-of-00005.safetensors create mode 100644 model-00004-of-00005.safetensors create mode 100644 model-00005-of-00005.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4d861a8 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.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 +dolphin_moe.png filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..58391cc --- /dev/null +++ b/README.md @@ -0,0 +1,229 @@ +--- +license: apache-2.0 +library_name: transformers +model-index: +- name: laser-dolphin-mixtral-4x7b-dpo + results: + - task: + type: text-generation + name: Text Generation + dataset: + name: AI2 Reasoning Challenge (25-Shot) + type: ai2_arc + config: ARC-Challenge + split: test + args: + num_few_shot: 25 + metrics: + - type: acc_norm + value: 64.93 + name: normalized accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/laser-dolphin-mixtral-4x7b-dpo + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: HellaSwag (10-Shot) + type: hellaswag + split: validation + args: + num_few_shot: 10 + metrics: + - type: acc_norm + value: 85.81 + name: normalized accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/laser-dolphin-mixtral-4x7b-dpo + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MMLU (5-Shot) + type: cais/mmlu + config: all + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 63.04 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/laser-dolphin-mixtral-4x7b-dpo + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: TruthfulQA (0-shot) + type: truthful_qa + config: multiple_choice + split: validation + args: + num_few_shot: 0 + metrics: + - type: mc2 + value: 63.77 + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/laser-dolphin-mixtral-4x7b-dpo + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: Winogrande (5-shot) + type: winogrande + config: winogrande_xl + split: validation + args: + num_few_shot: 5 + metrics: + - type: acc + value: 77.82 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/laser-dolphin-mixtral-4x7b-dpo + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: GSM8k (5-shot) + type: gsm8k + config: main + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 44.88 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=macadeliccc/laser-dolphin-mixtral-4x7b-dpo + name: Open LLM Leaderboard +--- +# Laser-Dolphin-Mixtral-4x7b-dpo + +![laser_dolphin_image](./dolphin_moe.png) + +Credit to Fernando Fernandes and Eric Hartford for their project [laserRMT](https://github.com/cognitivecomputations/laserRMT) + +This model is a medium-sized MoE implementation based on [cognitivecomputations/dolphin-2.6-mistral-7b-dpo-laser](https://huggingface.co/cognitivecomputations/dolphin-2.6-mistral-7b-dpo-laser) + +The process is outlined in this [notebook](https://github.com/cognitivecomputations/laserRMT/blob/main/examples/laser-dolphin-mixtral-2x7b.ipynb) + +## Code Example + +```python +from transformers import AutoModelForCausalLM, AutoTokenizer + +def generate_response(prompt): + """ + Generate a response from the model based on the input prompt. + + Args: + prompt (str): Prompt for the model. + + Returns: + str: The generated response from the model. + """ + # Tokenize the input prompt + inputs = tokenizer(prompt, return_tensors="pt") + + # Generate output tokens + outputs = model.generate(**inputs, max_new_tokens=256, eos_token_id=tokenizer.eos_token_id, pad_token_id=tokenizer.pad_token_id) + + # Decode the generated tokens to a string + response = tokenizer.decode(outputs[0], skip_special_tokens=True) + + return response + +# Load the model and tokenizer +model_id = "macadeliccc/laser-dolphin-mixtral-4x7b-dpo" +tokenizer = AutoTokenizer.from_pretrained(model_id) +model = AutoModelForCausalLM.from_pretrained(model_id, load_in_4bit=True) + +prompt = "Write a quicksort algorithm in python" + +# Generate and print responses for each language +print("Response:") +print(generate_response(prompt), "\n") +``` + +## Example output + +can you write me a quicksort algorithm in python? + +Sure, here's a quicksort algorithm implemented in Python: + +```python +def quicksort(arr): + if len(arr) <= 1: + return arr + pivot = arr[len(arr) // 2] + left = [x for x in arr if x < pivot] + middle = [x for x in arr if x == pivot] + right = [x for x in arr if x > pivot] + return quicksort(left) + middle + quicksort(right) +``` + +This implementation uses the median of the array as the pivot. +It first checks if the array has one or fewer elements, in which case it is already sorted and can be returned as is. +Otherwise, it selects the pivot as the middle element of the array. Then, it partitions the array into three sub-arrays: elements less than the pivot, elements equal to the pivot, and elements greater than the pivot. +It recursively sorts the left and right sub-arrays and concatenates the results with the middle sub-array to obtain the final sorted array. + + +## Quantization + +[4-bit AWQ](https://huggingface.co/macadeliccc/laser-dolphin-mixtral-4x7b-dpo-AWQ) + +## Eval + +**Model evaluated in 4bit** + +----Benchmark Complete---- ++ 2024-01-24 15:03:08 ++ Time taken: 37.4 mins ++ Prompt Format: Mistral ++ Model: macadeliccc/laser-dolphin-mixtral-4x7b-dpo ++ Score (v2): 71.04 ++ Parseable: 169.0 +--------------- + + +## Citations + +Fernando Fernandes Neto and Eric Hartford. "Optimizing Large Language Models Using Layer-Selective Rank Reduction and Random Matrix Theory." 2024. + +```bibtex +@article{sharma2023truth, +title={The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction}, +author={Sharma, Pratyusha and Ash, Jordan T and Misra, Dipendra}, +journal={arXiv preprint arXiv:2312.13558}, +year={2023} } +``` + +```bibtex +@article{gao2021framework, + title={A framework for few-shot language model evaluation}, + author={Gao, Leo and Tow, Jonathan and Biderman, Stella and Black, Sid and DiPofi, Anthony and Foster, Charles and Golding, Laurence and Hsu, Jeffrey and McDonell, Kyle and Muennighoff, Niklas and others}, + journal={Version v0. 0.1. Sept}, + year={2021} +} +``` +# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) +Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_macadeliccc__laser-dolphin-mixtral-4x7b-dpo) + +| Metric |Value| +|---------------------------------|----:| +|Avg. |66.71| +|AI2 Reasoning Challenge (25-Shot)|64.93| +|HellaSwag (10-Shot) |85.81| +|MMLU (5-Shot) |63.04| +|TruthfulQA (0-shot) |63.77| +|Winogrande (5-shot) |77.82| +|GSM8k (5-shot) |44.88| + diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000..b92fc9f --- /dev/null +++ b/added_tokens.json @@ -0,0 +1,3 @@ +{ + "<|im_start|>": 32000 +} diff --git a/config.json b/config.json new file mode 100644 index 0000000..efdce0d --- /dev/null +++ b/config.json @@ -0,0 +1,30 @@ +{ + "_name_or_path": "mlabonne/Marcoro14-7B-slerp", + "architectures": [ + "MixtralForCausalLM" + ], + "attention_dropout": 0.0, + 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