commit 977510a95d64d7c7f77d222aef73b1ed3db05141 Author: ModelHub XC Date: Thu Jul 23 08:20:09 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..3cca673 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 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/dev/null +++ b/README.md @@ -0,0 +1,202 @@ +Quantization made by Richard Erkhov. + +[Github](https://github.com/RichardErkhov) + +[Discord](https://discord.gg/pvy7H8DZMG) + +[Request more models](https://github.com/RichardErkhov/quant_request) + + +Prima-LelantaclesV4-7b-16k-bf16 - GGUF +- Model creator: https://huggingface.co/ChaoticNeutrals/ +- Original model: https://huggingface.co/ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16/ + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [Prima-LelantaclesV4-7b-16k-bf16.Q2_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q2_K.gguf) | Q2_K | 2.53GB | +| [Prima-LelantaclesV4-7b-16k-bf16.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ3_XS.gguf) | IQ3_XS | 2.81GB | +| [Prima-LelantaclesV4-7b-16k-bf16.IQ3_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ3_S.gguf) | IQ3_S | 2.96GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K_S.gguf) | Q3_K_S | 2.95GB | +| [Prima-LelantaclesV4-7b-16k-bf16.IQ3_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ3_M.gguf) | IQ3_M | 3.06GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K.gguf) | Q3_K | 3.28GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K_M.gguf) | Q3_K_M | 3.28GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K_L.gguf) | Q3_K_L | 3.56GB | +| [Prima-LelantaclesV4-7b-16k-bf16.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ4_XS.gguf) | IQ4_XS | 3.67GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q4_0.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_0.gguf) | Q4_0 | 3.83GB | +| [Prima-LelantaclesV4-7b-16k-bf16.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ4_NL.gguf) | IQ4_NL | 3.87GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_K_S.gguf) | Q4_K_S | 3.86GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q4_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_K.gguf) | Q4_K | 4.07GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_K_M.gguf) | Q4_K_M | 4.07GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q4_1.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_1.gguf) | Q4_1 | 4.24GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q5_0.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_0.gguf) | Q5_0 | 4.65GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_K_S.gguf) | Q5_K_S | 4.65GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q5_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_K.gguf) | Q5_K | 4.78GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_K_M.gguf) | Q5_K_M | 4.78GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q5_1.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_1.gguf) | Q5_1 | 5.07GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q6_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q6_K.gguf) | Q6_K | 5.53GB | +| [Prima-LelantaclesV4-7b-16k-bf16.Q8_0.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q8_0.gguf) | Q8_0 | 7.17GB | + + + + +Original model description: +--- +license: other +library_name: transformers +tags: +- mergekit +- merge +base_model: +- Test157t/Yarncules-7b-128k +- Test157t/Prima-LelantaclesV3-7b +model-index: +- name: Prima-LelantaclesV4-7b-16k-bf16 + 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: 66.04 + name: normalized accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16 + 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: 85.07 + name: normalized accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16 + 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: 64.7 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16 + 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: 54.76 + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16 + 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: 80.27 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16 + 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: 58.83 + name: accuracy + source: + url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16 + name: Open LLM Leaderboard +--- + +![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642265bc01c62c1e4102dc36/xq0KNQL1cCKRlEf-ffMgz.jpeg) + +Quants Thanks to @Lewdiculous :https://huggingface.co/Lewdiculous/Prima-LelantaclesV4-7b-16k-GGUF + +The following models were included in the merge: +* [Test157t/Yarncules-7b-128k](https://huggingface.co/Test157t/Yarncules-7b-128k) +* [Test157t/Prima-LelantaclesV3-7b](https://huggingface.co/Test157t/Prima-LelantaclesV3-7b) + +### Configuration + +The following YAML configuration was used to produce this model: + +```yaml +slices: + - sources: + - model: Test157t/Yarncules-7b-128k + layer_range: [0, 32] + - model: Test157t/Prima-LelantaclesV3-7b + layer_range: [0, 32] +merge_method: slerp +base_model: Test157t/Prima-LelantaclesV3-7b +parameters: + t: + - filter: self_attn + value: [0, 0.5, 0.3, 0.7, 1] + - filter: mlp + value: [1, 0.5, 0.7, 0.3, 0] + - value: 0.5 +dtype: bfloat16 +``` +# [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_ChaoticNeutrals__Prima-LelantaclesV4-7b-16k-bf16) + +| Metric |Value| +|---------------------------------|----:| +|Avg. |68.28| +|AI2 Reasoning Challenge (25-Shot)|66.04| +|HellaSwag (10-Shot) |85.07| +|MMLU (5-Shot) |64.70| +|TruthfulQA (0-shot) |54.76| +|Winogrande (5-shot) |80.27| +|GSM8k (5-shot) |58.83| + + +