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Update app.py
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app.py
CHANGED
@@ -6,7 +6,7 @@ from pynvml import *
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nvmlInit()
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gpu_h = nvmlDeviceGetHandleByIndex(0)
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title = "RWKV-4 14B fp16
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desc = '''Links:
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<a href='https://github.com/BlinkDL/ChatRWKV' target="_blank" style="margin:0 1em">ChatRWKV</a>
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<a href='https://github.com/BlinkDL/RWKV-LM' target="_blank" style="margin:0 1em">RWKV-LM</a>
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@@ -17,10 +17,10 @@ os.environ["RWKV_JIT_ON"] = '1'
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os.environ["RWKV_CUDA_ON"] = '1' # if '1' then use CUDA kernel for seq mode (much faster)
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from rwkv.model import RWKV
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model_path = hf_hub_download(repo_id="BlinkDL/rwkv-4-pile-169m", filename="RWKV-4-Pile-169M-20220807-8023.pth")
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model = RWKV(model=model_path, strategy='cuda fp16')
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from rwkv.utils import PIPELINE, PIPELINE_ARGS
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pipeline = PIPELINE(model, "20B_tokenizer.json")
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@@ -53,7 +53,7 @@ def infer(
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occurrence = {}
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state = None
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for i in range(int(token_count)):
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out, state = model.forward(pipeline.encode(ctx)[:
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for n in args.token_ban:
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out[n] = -float('inf')
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for n in occurrence:
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nvmlInit()
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gpu_h = nvmlDeviceGetHandleByIndex(0)
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title = "RWKV-4 14B fp16 (DEMO, limited to ctxlen 824)"
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desc = '''Links:
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<a href='https://github.com/BlinkDL/ChatRWKV' target="_blank" style="margin:0 1em">ChatRWKV</a>
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<a href='https://github.com/BlinkDL/RWKV-LM' target="_blank" style="margin:0 1em">RWKV-LM</a>
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os.environ["RWKV_CUDA_ON"] = '1' # if '1' then use CUDA kernel for seq mode (much faster)
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from rwkv.model import RWKV
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model_path = hf_hub_download(repo_id="BlinkDL/rwkv-4-pile-14b", filename="RWKV-4-Pile-14B-20230213-8019.pth")
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model = RWKV(model=model_path, strategy='cuda fp16 *34 -> cpu fp32')
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# model_path = hf_hub_download(repo_id="BlinkDL/rwkv-4-pile-169m", filename="RWKV-4-Pile-169M-20220807-8023.pth")
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# model = RWKV(model=model_path, strategy='cuda fp16')
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from rwkv.utils import PIPELINE, PIPELINE_ARGS
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pipeline = PIPELINE(model, "20B_tokenizer.json")
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occurrence = {}
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state = None
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for i in range(int(token_count)):
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out, state = model.forward(pipeline.encode(ctx)[:824] if i == 0 else [token], state)
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for n in args.token_ban:
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out[n] = -float('inf')
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for n in occurrence:
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