初始化项目，由ModelHub XC社区提供模型

Model: reallexi/lexi-rm-agent Source: Original Platform
2026-09-14 22:00:20 +08:00
commit dbebcf5fd6
13 changed files with 318 additions and 0 deletions
--- a/.gitattributes
+++ b/.gitattributes
@@ -0,0 +1,39 @@
+*.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
+reallexi-job-519-f16.gguf filter=lfs diff=lfs merge=lfs -text
+reallexi-job-519-q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text
+reallexi-job-519-q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text
--- a/6
+++ b/6
@@ -0,0 +1,6 @@
+Copyright (c) 2026 Reallexi LLC. All rights reserved.
+
+This standalone model was produced by Reallexi LLC AI Model Builder.
+Core backlink: https://llm.reallexi.io
+
+The upstream base model and training datasets retain their own licenses and terms.
--- a/README.md
+++ b/README.md
@@ -0,0 +1,77 @@
+---
+license: other
+license_name: "inherits-base-model-and-dataset-terms"
+base_model: "Qwen/Qwen2.5-0.5B-Instruct"
+library_name: transformers
+pipeline_tag: "text-generation"
+tags:
+- "ai-model-builder"
+- "fine-tuned"
+- reallexi
+- slm
+- "text-generation"
+---
+
+# reallexi/lexi-rm-agent
+
+A standalone model of 495M parameters, derived from [`Qwen/Qwen2.5-0.5B-Instruct`](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct).
+
+The adapter has been merged into the base weights, so no PEFT adapter is needed at runtime.
+
+
+## Size and requirements
+
+| | |
+|---|---|
+| Parameters | 495,114,112 (495M) |
+| Weights on disk | 953 MB |
+| Trained context length | 512 tokens |
+| Base model | `Qwen/Qwen2.5-0.5B-Instruct` |
+
+
+Approximate memory to hold the weights. Add context and runtime overhead on top.
+
+| Precision | Weights |
+|---|---|
+| FP16 / BF16 | 944 MB |
+| 8-bit (Q8_0) | 472 MB |
+| 4-bit (Q4_K_M) | 260 MB |
+
+
+## Training
+
+| | |
+|---|---|
+| Strategy | slm |
+| Adapter | Auto LoRA |
+| LoRA rank / alpha | 8 / 16 |
+| Dataset | `bitext/Bitext-customer-support-llm-chatbot-training-dataset` |
+| Samples learned | 100,000 (through phase 382 of 382) |
+| Training steps | 1,250 |
+| Epochs | 5 |
+
+
+## Usage
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("reallexi/lexi-rm-agent")
+tokenizer = AutoTokenizer.from_pretrained("reallexi/lexi-rm-agent")
+```
+
+
+## License and attribution
+
+The effective terms are inherited from the base model and the training data, which are not necessarily the same as this project's own license. Review both before redistributing.
+
+- Base model: [`Qwen/Qwen2.5-0.5B-Instruct`](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct)
+
+- Training data: `bitext/Bitext-customer-support-llm-chatbot-training-dataset`
+
+
+Copyright (c) 2026 Reallexi LLC. All rights reserved.
+
+
+Produced by Reallexi LLC AI Model Builder from training job #1272.
+Core: https://llm.reallexi.io
--- a/chat_template.jinja
+++ b/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- messages[0]['content'] }}
+    {%- else %}
+        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
+    {%- endif %}
+    {{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
+{%- else %}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
+    {%- else %}
+        {{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- for message in messages %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
+        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role }}
+        {%- if message.content %}
+            {{- '\n' + message.content }}
+        {%- endif %}
+        {%- for tool_call in message.tool_calls %}
+            {%- if tool_call.function is defined %}
+                {%- set tool_call = tool_call.function %}
+            {%- endif %}
+            {{- '\n<tool_call>\n{"name": "' }}
+            {{- tool_call.name }}
+            {{- '", "arguments": ' }}
+            {{- tool_call.arguments | tojson }}
+            {{- '}\n</tool_call>' }}
+        {%- endfor %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.content }}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+{%- endif %}
--- a/config.json
+++ b/config.json
@@ -0,0 +1,57 @@
+{
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "dtype": "float16",
+  "eos_token_id": 151645,
+  "hidden_act": "silu",
+  "hidden_size": 896,
+  "initializer_range": 0.02,
+  "intermediate_size": 4864,
+  "layer_types": [
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention"
+  ],
+  "max_position_embeddings": 32768,
+  "max_window_layers": 21,
+  "model_type": "qwen2",
+  "num_attention_heads": 14,
+  "num_hidden_layers": 24,
+  "num_key_value_heads": 2,
+  "pad_token_id": null,
+  "rms_norm_eps": 1e-06,
+  "rope_parameters": {
+    "rope_theta": 1000000.0,
+    "rope_type": "default"
+  },
+  "sliding_window": null,
+  "tie_word_embeddings": true,
+  "transformers_version": "5.3.0",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}
--- a/generation_config.json
+++ b/generation_config.json
@@ -0,0 +1,14 @@
+{
+  "bos_token_id": 151643,
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151643,
+  "repetition_penalty": 1.1,
+  "temperature": 0.7,
+  "top_k": 20,
+  "top_p": 0.8,
+  "transformers_version": "5.3.0"
+}
--- a/model.safetensors
+++ b/model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d395133074fbe006fa52039a731acfb421dfd38d9f35ccec8027eb227d6c11ae
+size 988097536
--- a/reallexi-job-519-f16.gguf
+++ b/reallexi-job-519-f16.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01ff9e4b563fd68872ba9a6b48ddb3fddb494add7d343a89c3e8ffc4f1c53d35
+size 994156320
--- a/reallexi-job-519-q4_k_m.gguf
+++ b/reallexi-job-519-q4_k_m.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4aed03babf0856b0bef89d3109c84210d07edeb375f8aaf6c1f23e6cdf0abcdf
+size 397807392
--- a/reallexi-job-519-q8_0.gguf
+++ b/reallexi-job-519-q8_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49f5c2e8e5584310d36089d5429451bd246fddc271df2f1222c5a429438154c3
+size 531067680
--- a/reallexi-model.json
+++ b/reallexi-model.json
@@ -0,0 +1,20 @@
+{
+  "schema_version": 1,
+  "job_id": 1272,
+  "model_name": "Lexi Resume",
+  "artifact_type": "standalone_model",
+  "standalone": true,
+  "adapter_applied": true,
+  "source_artifact_type": "lora_adapter",
+  "base_model_id": "Qwen/Qwen2.5-0.5B-Instruct",
+  "custom_adapter": null,
+  "training_strategy": "slm",
+  "total_parameters": 495114112,
+  "weight_size_bytes": 988097536,
+  "trained_samples": 250,
+  "training_steps": 1250,
+  "owner": "Reallexi LLC",
+  "copyright": "Copyright (c) 2026 Reallexi LLC. All rights reserved.",
+  "core_backlink": "https://llm.reallexi.io",
+  "created_at": "2026-07-22T15:04:25+00:00"
+}
--- a/tokenizer.json
+++ b/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68f259dbf73263bd208f9e5473dd5ff813f5221466cae69f2100b8714fae7bd9
+size 11421990
--- a/tokenizer_config.json
+++ b/tokenizer_config.json
@@ -0,0 +1,36 @@
+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "is_local": true,
+  "max_length": 2048,
+  "model_max_length": 131072,
+  "pad_to_multiple_of": null,
+  "pad_token": "<|endoftext|>",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "split_special_tokens": false,
+  "stride": 0,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": null
+}